In this project, you'll use generative adversarial networks to generate new images of faces.
You'll be using two datasets in this project:
Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.
If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'
"""
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"""
import helper
helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data Found celeba Data
show_n_images = 50
"""
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"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
<matplotlib.image.AxesImage at 0x79867f0>
The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.
show_n_images = 50
"""
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"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
<matplotlib.image.AxesImage at 0x7b7bc50>
Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.
The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).
You'll build the components necessary to build a GANs by implementing the following functions below:
model_inputsdiscriminatorgeneratormodel_lossmodel_opttrainThis will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
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"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer. You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.1.0 Default GPU Device: /gpu:0
Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:
image_width, image_height, and image_channels.z_dim.Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)
import problem_unittests as tests
def model_inputs(image_width, image_height, image_channels, z_dim):
"""
Create the model inputs
:param image_width: The input image width
:param image_height: The input image height
:param image_channels: The number of image channels
:param z_dim: The dimension of Z
:return: Tuple of (tensor of real input images, tensor of z data, learning rate)
"""
inputs_real = tf.placeholder(tf.float32, (None, image_width, image_height, image_channels), name='inputs_real')
inputs_z = tf.placeholder(tf.float32, (None, z_dim), name='inputs_z')
learning_rate = tf.placeholder(tf.float32)
return inputs_real, inputs_z, learning_rate
"""
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"""
tests.test_model_inputs(model_inputs)
Tests Passed
Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the discriminator, tensor logits of the discriminator).
def discriminator(images, reuse=False):
"""
Create the discriminator network
:param image: Tensor of input image(s)
:param reuse: Boolean if the weights should be reused
:return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
"""
with tf.variable_scope('discriminator', reuse=reuse):
filter_size = 4
alpha = 0.2
# 28x28x3 to 56*56*64
x1 = tf.layers.conv2d(images, 64, filter_size, strides=2, padding='same')
relu1 = tf.maximum(alpha * x1, x1)
# 56*56*64 to 112*112*128
x2 = tf.layers.conv2d(relu1, 128, filter_size, strides=2, padding='same')
bn1 = tf.layers.batch_normalization(x2, training=True)
relu2 = tf.maximum(alpha * bn1, bn1)
# 112*112*128 to 224*224*256
x3 = tf.layers.conv2d(relu2, 256, filter_size, strides=2, padding='same')
bn2 = tf.layers.batch_normalization(x3, training=True)
relu3 = tf.maximum(alpha * bn2, bn2)
# Flatten
flat = tf.reshape(relu2, (-1, 4*4*256))
logits = tf.layers.dense(flat, 1)
out = tf.sigmoid(logits)
return out, logits
"""
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"""
tests.test_discriminator(discriminator, tf)
Tests Passed
Implement generator to generate an image using z. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.
def generator(z, out_channel_dim, is_train=True):
"""
Create the generator network
:param z: Input z
:param out_channel_dim: The number of channels in the output image
:param is_train: Boolean if generator is being used for training
:return: The tensor output of the generator
"""
with tf.variable_scope('generator', reuse=not is_train):
alpha = 0.2
# First fully connected layer
# to 2*2*512
x1 = tf.layers.dense(z, 7*7*512)
x1 = tf.reshape(x1, (-1, 7, 7, 512))
bn1 = tf.layers.batch_normalization(x1, training=is_train)
relu1 = tf.maximum(alpha * bn1, bn1)
# 2*2*512 to 4*4*512
x2 = tf.layers.conv2d_transpose(relu1, filters=512, kernel_size=4, strides=2, padding='same')
bn2 = tf.layers.batch_normalization(x2, training=is_train)
relu2 = tf.maximum(alpha * bn2, bn2)
# 4*4*512 to 16*16*256
#x3 = tf.layers.conv2d_transpose(relu2, filters=128, kernel_size=4, strides=2, padding='same')
#bn3 = tf.layers.batch_normalization(x3, training=is_train)
#relu3 = tf.maximum(alpha * bn3, bn3)
# 28*28*128 to 56*56*5
# x4 = tf.layers.conv2d_transpose(relu3, 64, 4, strides=2, padding='same')
# bn4 = tf.layers.batch_normalization(x4, training=is_train)
# relu4 = tf.maximum(alpha * bn4, bn4)
# 56*56*5 to 28*28*3
logits = tf.layers.conv2d_transpose(relu2, filters=out_channel_dim, kernel_size=4, strides=2, padding='same')
out = tf.tanh(logits)
#print(tf.shape(out))
return out
"""
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"""
tests.test_generator(generator, tf)
Tests Passed
Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:
discriminator(images, reuse=False)generator(z, out_channel_dim, is_train=True)def model_loss(input_real, input_z, out_channel_dim):
"""
Get the loss for the discriminator and generator
:param input_real: Images from the real dataset
:param input_z: Z input
:param out_channel_dim: The number of channels in the output image
:return: A tuple of (discriminator loss, generator loss)
"""
g_model = generator(input_z, out_channel_dim)
d_model_real, d_logits_real = discriminator(input_real)
d_model_fake, d_logits_fake = discriminator(g_model, reuse=True)
d_loss_real = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real, labels=tf.ones_like(d_model_real)))
d_loss_fake = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.zeros_like(d_model_fake)))
g_loss = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.ones_like(d_model_fake)))
d_loss = d_loss_real + d_loss_fake
return d_loss, g_loss
"""
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"""
tests.test_model_loss(model_loss)
Tests Passed
Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).
def model_opt(d_loss, g_loss, learning_rate, beta1):
"""
Get optimization operations
:param d_loss: Discriminator loss Tensor
:param g_loss: Generator loss Tensor
:param learning_rate: Learning Rate Placeholder
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:return: A tuple of (discriminator training operation, generator training operation)
"""
variables = tf.trainable_variables()
d_vars = [var for var in variables if var.name.startswith('discriminator')]
g_vars = [var for var in variables if var.name.startswith('generator')]
with tf.control_dependencies(tf.get_collection(tf.GraphKeys.UPDATE_OPS)):
d_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
g_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
return d_train_opt, g_train_opt
"""
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"""
tests.test_model_opt(model_opt, tf)
Tests Passed
"""
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"""
import numpy as np
def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
"""
Show example output for the generator
:param sess: TensorFlow session
:param n_images: Number of Images to display
:param input_z: Input Z Tensor
:param out_channel_dim: The number of channels in the output image
:param image_mode: The mode to use for images ("RGB" or "L")
"""
cmap = None if image_mode == 'RGB' else 'gray'
z_dim = input_z.get_shape().as_list()[-1]
example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])
samples = sess.run(
generator(input_z, out_channel_dim, False),
feed_dict={input_z: example_z})
images_grid = helper.images_square_grid(samples, image_mode)
pyplot.imshow(images_grid, cmap=cmap)
pyplot.show()
Implement train to build and train the GANs. Use the following functions you implemented:
model_inputs(image_width, image_height, image_channels, z_dim)model_loss(input_real, input_z, out_channel_dim)model_opt(d_loss, g_loss, learning_rate, beta1)Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
"""
Train the GAN
:param epoch_count: Number of epochs
:param batch_size: Batch Size
:param z_dim: Z dimension
:param learning_rate: Learning Rate
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:param get_batches: Function to get batches
:param data_shape: Shape of the data
:param data_image_mode: The image mode to use for images ("RGB" or "L")
"""
steps = 0
print_every = 10
show_every = 100
#saver = tf.train.Saver()
image_channels = 3 if 'RGB' == data_image_mode else 1
inputs_real, inputs_z, _ = model_inputs(data_shape[1], data_shape[2], image_channels, z_dim)
d_loss, g_loss = model_loss(inputs_real, inputs_z, image_channels)
d_train_opt, g_train_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epoch_count):
for batch_images in get_batches(batch_size):
# TODO: Train Model
steps += 1
# Sample random noise for G
batch_z = np.random.uniform(-1, 1, size=(batch_size, z_dim))
# Review
# The output from the generator is bound between -1 and 1 as we use tanh as the activation function
# in the output layer. The input batch images are in the range -0.5 to 0.5.
# You must scale the input images to match the values as in generated image
batch_images = batch_images * 2
# Run optimizers
_ = sess.run(d_train_opt, feed_dict={inputs_real: batch_images, inputs_z: batch_z})
_ = sess.run(g_train_opt, feed_dict={inputs_z: batch_z, inputs_real: batch_images})
if steps % print_every == 0:
# At the end of each epoch, get the losses and print them out
train_loss_d = d_loss.eval({inputs_z: batch_z, inputs_real: batch_images})
train_loss_g = g_loss.eval({inputs_z: batch_z})
print("Epoch {}/{}...".format(epoch_i+1, epochs),
"Discriminator Loss: {:.4f}...".format(train_loss_d),
"Generator Loss: {:.4f}".format(train_loss_g))
if steps % show_every == 0:
_ = show_generator_output(sess, 10, inputs_z, image_channels, data_image_mode)
#saver.save(sess, './checkpoints/generator.ckpt')
Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.
batch_size = 64
z_dim = 100
learning_rate = 0.0002
beta1 = 0.5
"""
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"""
epochs = 4
mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
mnist_dataset.shape, mnist_dataset.image_mode)
Epoch 1/4... Discriminator Loss: 2.2634... Generator Loss: 0.2027 Epoch 1/4... Discriminator Loss: 1.7997... Generator Loss: 0.3287 Epoch 1/4... Discriminator Loss: 1.5909... Generator Loss: 0.4161 Epoch 1/4... Discriminator Loss: 1.0862... Generator Loss: 0.7183 Epoch 1/4... Discriminator Loss: 0.8602... Generator Loss: 0.8826 Epoch 1/4... Discriminator Loss: 0.9453... Generator Loss: 0.7518 Epoch 1/4... Discriminator Loss: 1.0383... Generator Loss: 0.6631 Epoch 1/4... Discriminator Loss: 0.6143... Generator Loss: 1.2444 Epoch 1/4... Discriminator Loss: 0.7419... Generator Loss: 1.0538 Epoch 1/4... Discriminator Loss: 0.3646... Generator Loss: 1.6953
Epoch 1/4... Discriminator Loss: 0.7839... Generator Loss: 0.8982 Epoch 1/4... Discriminator Loss: 0.7520... Generator Loss: 1.0184 Epoch 1/4... Discriminator Loss: 0.6859... Generator Loss: 1.1878 Epoch 1/4... Discriminator Loss: 0.7980... Generator Loss: 1.1074 Epoch 1/4... Discriminator Loss: 1.3577... Generator Loss: 0.7905 Epoch 1/4... Discriminator Loss: 1.3006... Generator Loss: 0.7408 Epoch 1/4... Discriminator Loss: 1.2886... Generator Loss: 0.7081 Epoch 1/4... Discriminator Loss: 1.2474... Generator Loss: 0.7451 Epoch 1/4... Discriminator Loss: 1.2834... Generator Loss: 0.7232 Epoch 1/4... Discriminator Loss: 1.1897... Generator Loss: 0.7486
Epoch 1/4... Discriminator Loss: 1.1986... Generator Loss: 0.7848 Epoch 1/4... Discriminator Loss: 1.2812... Generator Loss: 0.7246 Epoch 1/4... Discriminator Loss: 1.3089... Generator Loss: 0.7161 Epoch 1/4... Discriminator Loss: 1.3271... Generator Loss: 0.7115 Epoch 1/4... Discriminator Loss: 1.2277... Generator Loss: 0.7458 Epoch 1/4... Discriminator Loss: 1.3186... Generator Loss: 0.7107 Epoch 1/4... Discriminator Loss: 1.2730... Generator Loss: 0.7266 Epoch 1/4... Discriminator Loss: 1.3153... Generator Loss: 0.7207 Epoch 1/4... Discriminator Loss: 1.3481... Generator Loss: 0.7140 Epoch 1/4... Discriminator Loss: 1.2972... Generator Loss: 0.7128
Epoch 1/4... Discriminator Loss: 1.3110... Generator Loss: 0.7172 Epoch 1/4... Discriminator Loss: 1.2680... Generator Loss: 0.7142 Epoch 1/4... Discriminator Loss: 1.2746... Generator Loss: 0.7265 Epoch 1/4... Discriminator Loss: 1.3043... Generator Loss: 0.6828 Epoch 1/4... Discriminator Loss: 1.2684... Generator Loss: 0.7492 Epoch 1/4... Discriminator Loss: 1.3308... Generator Loss: 0.6800 Epoch 1/4... Discriminator Loss: 1.3054... Generator Loss: 0.7089 Epoch 1/4... Discriminator Loss: 1.2557... Generator Loss: 0.7358 Epoch 1/4... Discriminator Loss: 1.3775... Generator Loss: 0.6893 Epoch 1/4... Discriminator Loss: 1.3075... Generator Loss: 0.6979
Epoch 1/4... Discriminator Loss: 1.2527... Generator Loss: 0.7404 Epoch 1/4... Discriminator Loss: 1.2787... Generator Loss: 0.7156 Epoch 1/4... Discriminator Loss: 1.3353... Generator Loss: 0.7121 Epoch 1/4... Discriminator Loss: 1.3077... Generator Loss: 0.7156 Epoch 1/4... Discriminator Loss: 1.1946... Generator Loss: 0.7725 Epoch 1/4... Discriminator Loss: 1.2701... Generator Loss: 0.7120 Epoch 1/4... Discriminator Loss: 1.3353... Generator Loss: 0.6548 Epoch 1/4... Discriminator Loss: 1.1874... Generator Loss: 0.7732 Epoch 1/4... Discriminator Loss: 1.3367... Generator Loss: 0.6940 Epoch 1/4... Discriminator Loss: 1.3259... Generator Loss: 0.6920
Epoch 1/4... Discriminator Loss: 1.3115... Generator Loss: 0.6945 Epoch 1/4... Discriminator Loss: 1.3250... Generator Loss: 0.7186 Epoch 1/4... Discriminator Loss: 1.2990... Generator Loss: 0.7080 Epoch 1/4... Discriminator Loss: 1.2839... Generator Loss: 0.7154 Epoch 1/4... Discriminator Loss: 1.2690... Generator Loss: 0.7208 Epoch 1/4... Discriminator Loss: 1.2912... Generator Loss: 0.7433 Epoch 1/4... Discriminator Loss: 1.3220... Generator Loss: 0.7231 Epoch 1/4... Discriminator Loss: 1.3419... Generator Loss: 0.6932 Epoch 1/4... Discriminator Loss: 1.2853... Generator Loss: 0.6968 Epoch 1/4... Discriminator Loss: 1.2817... Generator Loss: 0.7098
Epoch 1/4... Discriminator Loss: 1.3053... Generator Loss: 0.7198 Epoch 1/4... Discriminator Loss: 1.2983... Generator Loss: 0.7063 Epoch 1/4... Discriminator Loss: 1.2788... Generator Loss: 0.7306 Epoch 1/4... Discriminator Loss: 1.2596... Generator Loss: 0.7275 Epoch 1/4... Discriminator Loss: 1.3140... Generator Loss: 0.6882 Epoch 1/4... Discriminator Loss: 1.3251... Generator Loss: 0.7086 Epoch 1/4... Discriminator Loss: 1.3388... Generator Loss: 0.7051 Epoch 1/4... Discriminator Loss: 1.4108... Generator Loss: 0.6851 Epoch 1/4... Discriminator Loss: 1.3293... Generator Loss: 0.6585 Epoch 1/4... Discriminator Loss: 1.2888... Generator Loss: 0.7274
Epoch 1/4... Discriminator Loss: 1.2832... Generator Loss: 0.7025 Epoch 1/4... Discriminator Loss: 1.2475... Generator Loss: 0.7481 Epoch 1/4... Discriminator Loss: 1.2446... Generator Loss: 0.7549 Epoch 1/4... Discriminator Loss: 1.2222... Generator Loss: 0.7599 Epoch 1/4... Discriminator Loss: 1.3030... Generator Loss: 0.7125 Epoch 1/4... Discriminator Loss: 1.2500... Generator Loss: 0.7468 Epoch 1/4... Discriminator Loss: 1.2626... Generator Loss: 0.7160 Epoch 1/4... Discriminator Loss: 1.3138... Generator Loss: 0.7063 Epoch 1/4... Discriminator Loss: 1.2527... Generator Loss: 0.7565 Epoch 1/4... Discriminator Loss: 1.2802... Generator Loss: 0.7096
Epoch 1/4... Discriminator Loss: 1.2443... Generator Loss: 0.7396 Epoch 1/4... Discriminator Loss: 1.2410... Generator Loss: 0.7894 Epoch 1/4... Discriminator Loss: 1.1959... Generator Loss: 0.7691 Epoch 1/4... Discriminator Loss: 1.2020... Generator Loss: 0.7410 Epoch 1/4... Discriminator Loss: 1.2374... Generator Loss: 0.7460 Epoch 1/4... Discriminator Loss: 1.2502... Generator Loss: 0.7265 Epoch 1/4... Discriminator Loss: 1.3272... Generator Loss: 0.6906 Epoch 1/4... Discriminator Loss: 1.2162... Generator Loss: 0.7823 Epoch 1/4... Discriminator Loss: 1.2728... Generator Loss: 0.7084 Epoch 1/4... Discriminator Loss: 1.2507... Generator Loss: 0.7441
Epoch 1/4... Discriminator Loss: 1.2494... Generator Loss: 0.7574 Epoch 1/4... Discriminator Loss: 1.2911... Generator Loss: 0.7192 Epoch 1/4... Discriminator Loss: 1.2762... Generator Loss: 0.7576 Epoch 2/4... Discriminator Loss: 1.3469... Generator Loss: 0.6749 Epoch 2/4... Discriminator Loss: 1.1849... Generator Loss: 0.7686 Epoch 2/4... Discriminator Loss: 1.2610... Generator Loss: 0.7721 Epoch 2/4... Discriminator Loss: 1.2129... Generator Loss: 0.7837 Epoch 2/4... Discriminator Loss: 1.2740... Generator Loss: 0.7451 Epoch 2/4... Discriminator Loss: 1.3038... Generator Loss: 0.7514 Epoch 2/4... Discriminator Loss: 1.2576... Generator Loss: 0.7090
Epoch 2/4... Discriminator Loss: 1.3063... Generator Loss: 0.8025 Epoch 2/4... Discriminator Loss: 1.1959... Generator Loss: 0.7895 Epoch 2/4... Discriminator Loss: 1.2127... Generator Loss: 0.7430 Epoch 2/4... Discriminator Loss: 1.2824... Generator Loss: 0.7136 Epoch 2/4... Discriminator Loss: 1.2367... Generator Loss: 0.7855 Epoch 2/4... Discriminator Loss: 1.2102... Generator Loss: 0.7843 Epoch 2/4... Discriminator Loss: 1.2377... Generator Loss: 0.7649 Epoch 2/4... Discriminator Loss: 1.2304... Generator Loss: 0.7861 Epoch 2/4... Discriminator Loss: 1.2592... Generator Loss: 0.7207 Epoch 2/4... Discriminator Loss: 1.2148... Generator Loss: 0.7968
Epoch 2/4... Discriminator Loss: 1.1715... Generator Loss: 0.7675 Epoch 2/4... Discriminator Loss: 1.2559... Generator Loss: 0.7179 Epoch 2/4... Discriminator Loss: 1.2583... Generator Loss: 0.7062 Epoch 2/4... Discriminator Loss: 1.2055... Generator Loss: 0.8096 Epoch 2/4... Discriminator Loss: 1.2678... Generator Loss: 0.7117 Epoch 2/4... Discriminator Loss: 1.1878... Generator Loss: 0.8092 Epoch 2/4... Discriminator Loss: 1.2155... Generator Loss: 0.8345 Epoch 2/4... Discriminator Loss: 1.2371... Generator Loss: 0.7098 Epoch 2/4... Discriminator Loss: 1.2338... Generator Loss: 0.7657 Epoch 2/4... Discriminator Loss: 1.1627... Generator Loss: 0.8574
Epoch 2/4... Discriminator Loss: 1.2090... Generator Loss: 0.8317 Epoch 2/4... Discriminator Loss: 1.2153... Generator Loss: 0.7792 Epoch 2/4... Discriminator Loss: 1.2316... Generator Loss: 0.7776 Epoch 2/4... Discriminator Loss: 1.2032... Generator Loss: 0.7839 Epoch 2/4... Discriminator Loss: 1.2197... Generator Loss: 0.7659 Epoch 2/4... Discriminator Loss: 1.2307... Generator Loss: 0.7609 Epoch 2/4... Discriminator Loss: 1.2205... Generator Loss: 0.7614 Epoch 2/4... Discriminator Loss: 1.2273... Generator Loss: 0.7016 Epoch 2/4... Discriminator Loss: 1.2586... Generator Loss: 0.7355 Epoch 2/4... Discriminator Loss: 1.2152... Generator Loss: 0.7693
Epoch 2/4... Discriminator Loss: 1.1811... Generator Loss: 0.7579 Epoch 2/4... Discriminator Loss: 1.2602... Generator Loss: 0.6962 Epoch 2/4... Discriminator Loss: 1.2683... Generator Loss: 0.8236 Epoch 2/4... Discriminator Loss: 1.1831... Generator Loss: 0.7716 Epoch 2/4... Discriminator Loss: 1.2517... Generator Loss: 0.7323 Epoch 2/4... Discriminator Loss: 1.2214... Generator Loss: 0.7146 Epoch 2/4... Discriminator Loss: 1.1965... Generator Loss: 0.8806 Epoch 2/4... Discriminator Loss: 1.1657... Generator Loss: 0.8376 Epoch 2/4... Discriminator Loss: 1.2474... Generator Loss: 0.7470 Epoch 2/4... Discriminator Loss: 1.2787... Generator Loss: 0.7499
Epoch 2/4... Discriminator Loss: 1.2306... Generator Loss: 0.7440 Epoch 2/4... Discriminator Loss: 1.2239... Generator Loss: 0.7734 Epoch 2/4... Discriminator Loss: 1.1931... Generator Loss: 0.7330 Epoch 2/4... Discriminator Loss: 1.1755... Generator Loss: 0.8191 Epoch 2/4... Discriminator Loss: 1.2144... Generator Loss: 0.7706 Epoch 2/4... Discriminator Loss: 1.2283... Generator Loss: 0.8489 Epoch 2/4... Discriminator Loss: 1.1936... Generator Loss: 0.7292 Epoch 2/4... Discriminator Loss: 1.2042... Generator Loss: 0.7439 Epoch 2/4... Discriminator Loss: 1.1941... Generator Loss: 0.7610 Epoch 2/4... Discriminator Loss: 1.1920... Generator Loss: 0.8363
Epoch 2/4... Discriminator Loss: 1.1889... Generator Loss: 0.6951 Epoch 2/4... Discriminator Loss: 1.1499... Generator Loss: 0.7750 Epoch 2/4... Discriminator Loss: 1.1535... Generator Loss: 0.8604 Epoch 2/4... Discriminator Loss: 1.2123... Generator Loss: 0.7974 Epoch 2/4... Discriminator Loss: 1.1497... Generator Loss: 0.8225 Epoch 2/4... Discriminator Loss: 1.2207... Generator Loss: 0.7139 Epoch 2/4... Discriminator Loss: 1.1905... Generator Loss: 0.8588 Epoch 2/4... Discriminator Loss: 1.2261... Generator Loss: 0.7472 Epoch 2/4... Discriminator Loss: 1.2674... Generator Loss: 0.8776 Epoch 2/4... Discriminator Loss: 1.2369... Generator Loss: 0.8697
Epoch 2/4... Discriminator Loss: 1.1947... Generator Loss: 0.7086 Epoch 2/4... Discriminator Loss: 1.1807... Generator Loss: 0.7071 Epoch 2/4... Discriminator Loss: 1.1885... Generator Loss: 0.7537 Epoch 2/4... Discriminator Loss: 1.2103... Generator Loss: 0.7335 Epoch 2/4... Discriminator Loss: 1.2139... Generator Loss: 0.6737 Epoch 2/4... Discriminator Loss: 1.1883... Generator Loss: 0.8467 Epoch 2/4... Discriminator Loss: 1.1476... Generator Loss: 0.7737 Epoch 2/4... Discriminator Loss: 1.1481... Generator Loss: 0.7594 Epoch 2/4... Discriminator Loss: 1.1418... Generator Loss: 0.7996 Epoch 2/4... Discriminator Loss: 1.2201... Generator Loss: 0.7849
Epoch 2/4... Discriminator Loss: 1.1652... Generator Loss: 0.7963 Epoch 2/4... Discriminator Loss: 1.2110... Generator Loss: 0.7232 Epoch 2/4... Discriminator Loss: 1.2358... Generator Loss: 0.8199 Epoch 2/4... Discriminator Loss: 1.2073... Generator Loss: 0.8620 Epoch 2/4... Discriminator Loss: 1.2068... Generator Loss: 0.7317 Epoch 2/4... Discriminator Loss: 1.1982... Generator Loss: 0.8168 Epoch 2/4... Discriminator Loss: 1.1663... Generator Loss: 0.8369 Epoch 2/4... Discriminator Loss: 1.1824... Generator Loss: 0.7882 Epoch 2/4... Discriminator Loss: 1.1252... Generator Loss: 0.7821 Epoch 2/4... Discriminator Loss: 1.2852... Generator Loss: 0.6079
Epoch 2/4... Discriminator Loss: 1.2394... Generator Loss: 0.7595 Epoch 2/4... Discriminator Loss: 1.1796... Generator Loss: 0.7472 Epoch 2/4... Discriminator Loss: 1.1115... Generator Loss: 0.8769 Epoch 2/4... Discriminator Loss: 1.1782... Generator Loss: 0.7691 Epoch 2/4... Discriminator Loss: 1.4461... Generator Loss: 0.8578 Epoch 2/4... Discriminator Loss: 1.1931... Generator Loss: 0.7730 Epoch 2/4... Discriminator Loss: 1.1265... Generator Loss: 0.8331 Epoch 3/4... Discriminator Loss: 1.2306... Generator Loss: 0.7498 Epoch 3/4... Discriminator Loss: 1.1964... Generator Loss: 0.7612 Epoch 3/4... Discriminator Loss: 1.1669... Generator Loss: 0.7212
Epoch 3/4... Discriminator Loss: 1.2013... Generator Loss: 0.8779 Epoch 3/4... Discriminator Loss: 1.1128... Generator Loss: 0.9562 Epoch 3/4... Discriminator Loss: 1.1974... Generator Loss: 0.7439 Epoch 3/4... Discriminator Loss: 1.2385... Generator Loss: 0.8250 Epoch 3/4... Discriminator Loss: 1.1915... Generator Loss: 0.8481 Epoch 3/4... Discriminator Loss: 1.1926... Generator Loss: 0.8014 Epoch 3/4... Discriminator Loss: 1.2563... Generator Loss: 0.9106 Epoch 3/4... Discriminator Loss: 1.2288... Generator Loss: 0.7472 Epoch 3/4... Discriminator Loss: 1.1901... Generator Loss: 0.8214 Epoch 3/4... Discriminator Loss: 1.1446... Generator Loss: 0.7663
Epoch 3/4... Discriminator Loss: 1.1666... Generator Loss: 0.8453 Epoch 3/4... Discriminator Loss: 1.1454... Generator Loss: 0.7809 Epoch 3/4... Discriminator Loss: 1.1631... Generator Loss: 0.7243 Epoch 3/4... Discriminator Loss: 1.1042... Generator Loss: 0.8434 Epoch 3/4... Discriminator Loss: 1.0747... Generator Loss: 0.9274 Epoch 3/4... Discriminator Loss: 1.1524... Generator Loss: 0.7632 Epoch 3/4... Discriminator Loss: 1.0786... Generator Loss: 0.8179 Epoch 3/4... Discriminator Loss: 1.1743... Generator Loss: 0.8339 Epoch 3/4... Discriminator Loss: 1.1342... Generator Loss: 0.8479 Epoch 3/4... Discriminator Loss: 1.1893... Generator Loss: 0.7998
Epoch 3/4... Discriminator Loss: 1.1576... Generator Loss: 0.6851 Epoch 3/4... Discriminator Loss: 1.1013... Generator Loss: 0.7802 Epoch 3/4... Discriminator Loss: 1.1935... Generator Loss: 0.7687 Epoch 3/4... Discriminator Loss: 1.2816... Generator Loss: 0.5935 Epoch 3/4... Discriminator Loss: 1.1379... Generator Loss: 0.8151 Epoch 3/4... Discriminator Loss: 1.1825... Generator Loss: 0.8482 Epoch 3/4... Discriminator Loss: 1.1209... Generator Loss: 0.7700 Epoch 3/4... Discriminator Loss: 1.1538... Generator Loss: 0.7749 Epoch 3/4... Discriminator Loss: 1.0981... Generator Loss: 0.8218 Epoch 3/4... Discriminator Loss: 1.2134... Generator Loss: 0.6264
Epoch 3/4... Discriminator Loss: 1.2372... Generator Loss: 0.8110 Epoch 3/4... Discriminator Loss: 1.2023... Generator Loss: 0.6779 Epoch 3/4... Discriminator Loss: 1.1586... Generator Loss: 0.8618 Epoch 3/4... Discriminator Loss: 1.1613... Generator Loss: 0.7776 Epoch 3/4... Discriminator Loss: 1.0874... Generator Loss: 0.8466 Epoch 3/4... Discriminator Loss: 1.1737... Generator Loss: 0.6977 Epoch 3/4... Discriminator Loss: 1.1332... Generator Loss: 0.8973 Epoch 3/4... Discriminator Loss: 1.1481... Generator Loss: 0.8271 Epoch 3/4... Discriminator Loss: 1.1614... Generator Loss: 0.7329 Epoch 3/4... Discriminator Loss: 1.1926... Generator Loss: 0.6588
Epoch 3/4... Discriminator Loss: 1.2157... Generator Loss: 0.8232 Epoch 3/4... Discriminator Loss: 1.0968... Generator Loss: 0.8969 Epoch 3/4... Discriminator Loss: 1.2214... Generator Loss: 0.9583 Epoch 3/4... Discriminator Loss: 1.5599... Generator Loss: 0.4519 Epoch 3/4... Discriminator Loss: 1.1359... Generator Loss: 0.7986 Epoch 3/4... Discriminator Loss: 1.1685... Generator Loss: 0.7117 Epoch 3/4... Discriminator Loss: 1.1241... Generator Loss: 0.8938 Epoch 3/4... Discriminator Loss: 1.2092... Generator Loss: 0.8150 Epoch 3/4... Discriminator Loss: 1.1663... Generator Loss: 0.7265 Epoch 3/4... Discriminator Loss: 1.1290... Generator Loss: 0.7386
Epoch 3/4... Discriminator Loss: 1.1123... Generator Loss: 0.9141 Epoch 3/4... Discriminator Loss: 1.0908... Generator Loss: 0.8588 Epoch 3/4... Discriminator Loss: 1.1561... Generator Loss: 0.7652 Epoch 3/4... Discriminator Loss: 1.1682... Generator Loss: 0.7167 Epoch 3/4... Discriminator Loss: 1.1791... Generator Loss: 0.7951 Epoch 3/4... Discriminator Loss: 1.1905... Generator Loss: 0.7162 Epoch 3/4... Discriminator Loss: 1.1413... Generator Loss: 0.8165 Epoch 3/4... Discriminator Loss: 1.1563... Generator Loss: 0.8777 Epoch 3/4... Discriminator Loss: 1.1109... Generator Loss: 0.8563 Epoch 3/4... Discriminator Loss: 1.1890... Generator Loss: 0.7275
Epoch 3/4... Discriminator Loss: 1.1241... Generator Loss: 0.8425 Epoch 3/4... Discriminator Loss: 1.1946... Generator Loss: 0.6802 Epoch 3/4... Discriminator Loss: 1.1107... Generator Loss: 0.7472 Epoch 3/4... Discriminator Loss: 1.2170... Generator Loss: 0.7471 Epoch 3/4... Discriminator Loss: 1.1375... Generator Loss: 0.7966 Epoch 3/4... Discriminator Loss: 1.1615... Generator Loss: 0.8383 Epoch 3/4... Discriminator Loss: 1.1824... Generator Loss: 0.7728 Epoch 3/4... Discriminator Loss: 1.1227... Generator Loss: 0.7102 Epoch 3/4... Discriminator Loss: 1.1970... Generator Loss: 0.8444 Epoch 3/4... Discriminator Loss: 1.1226... Generator Loss: 0.8087
Epoch 3/4... Discriminator Loss: 1.0802... Generator Loss: 0.8655 Epoch 3/4... Discriminator Loss: 1.1449... Generator Loss: 0.8736 Epoch 3/4... Discriminator Loss: 1.1404... Generator Loss: 0.9254 Epoch 3/4... Discriminator Loss: 1.2903... Generator Loss: 0.5893 Epoch 3/4... Discriminator Loss: 1.1463... Generator Loss: 0.7137 Epoch 3/4... Discriminator Loss: 1.2046... Generator Loss: 0.7667 Epoch 3/4... Discriminator Loss: 1.1690... Generator Loss: 0.7830 Epoch 3/4... Discriminator Loss: 1.1114... Generator Loss: 0.7046 Epoch 3/4... Discriminator Loss: 1.1116... Generator Loss: 0.8045 Epoch 3/4... Discriminator Loss: 1.0894... Generator Loss: 0.9217
Epoch 3/4... Discriminator Loss: 1.1052... Generator Loss: 0.8411 Epoch 3/4... Discriminator Loss: 1.1384... Generator Loss: 0.7400 Epoch 3/4... Discriminator Loss: 1.1013... Generator Loss: 0.8901 Epoch 3/4... Discriminator Loss: 1.0970... Generator Loss: 0.8824 Epoch 3/4... Discriminator Loss: 1.1450... Generator Loss: 0.7662 Epoch 3/4... Discriminator Loss: 1.2131... Generator Loss: 0.7398 Epoch 3/4... Discriminator Loss: 1.0775... Generator Loss: 0.8791 Epoch 3/4... Discriminator Loss: 1.1568... Generator Loss: 0.7487 Epoch 3/4... Discriminator Loss: 1.3076... Generator Loss: 0.6517 Epoch 3/4... Discriminator Loss: 1.1820... Generator Loss: 0.7921
Epoch 3/4... Discriminator Loss: 1.1240... Generator Loss: 0.8023 Epoch 4/4... Discriminator Loss: 1.1884... Generator Loss: 0.8147 Epoch 4/4... Discriminator Loss: 1.1753... Generator Loss: 0.9010 Epoch 4/4... Discriminator Loss: 1.2013... Generator Loss: 0.7759 Epoch 4/4... Discriminator Loss: 1.1335... Generator Loss: 0.7948 Epoch 4/4... Discriminator Loss: 1.1182... Generator Loss: 0.8111 Epoch 4/4... Discriminator Loss: 1.1736... Generator Loss: 0.7994 Epoch 4/4... Discriminator Loss: 1.2482... Generator Loss: 0.9141 Epoch 4/4... Discriminator Loss: 1.2504... Generator Loss: 0.6815 Epoch 4/4... Discriminator Loss: 1.1962... Generator Loss: 0.7131
Epoch 4/4... Discriminator Loss: 1.1207... Generator Loss: 0.8575 Epoch 4/4... Discriminator Loss: 1.1284... Generator Loss: 0.8207 Epoch 4/4... Discriminator Loss: 1.1488... Generator Loss: 0.8432 Epoch 4/4... Discriminator Loss: 1.1837... Generator Loss: 0.6607 Epoch 4/4... Discriminator Loss: 1.1835... Generator Loss: 0.7505 Epoch 4/4... Discriminator Loss: 1.1419... Generator Loss: 0.8229 Epoch 4/4... Discriminator Loss: 1.1091... Generator Loss: 0.8155 Epoch 4/4... Discriminator Loss: 1.3096... Generator Loss: 0.6201 Epoch 4/4... Discriminator Loss: 1.1750... Generator Loss: 0.7102 Epoch 4/4... Discriminator Loss: 1.1021... Generator Loss: 0.8194
Epoch 4/4... Discriminator Loss: 1.3560... Generator Loss: 0.5209 Epoch 4/4... Discriminator Loss: 1.1277... Generator Loss: 0.7760 Epoch 4/4... Discriminator Loss: 1.2361... Generator Loss: 0.9123 Epoch 4/4... Discriminator Loss: 1.1180... Generator Loss: 0.9518 Epoch 4/4... Discriminator Loss: 1.0982... Generator Loss: 0.7830 Epoch 4/4... Discriminator Loss: 1.1376... Generator Loss: 0.8014 Epoch 4/4... Discriminator Loss: 1.1242... Generator Loss: 0.7530 Epoch 4/4... Discriminator Loss: 1.1151... Generator Loss: 0.8248 Epoch 4/4... Discriminator Loss: 1.1997... Generator Loss: 0.8039 Epoch 4/4... Discriminator Loss: 1.1727... Generator Loss: 0.6833
Epoch 4/4... Discriminator Loss: 1.1914... Generator Loss: 0.7657 Epoch 4/4... Discriminator Loss: 1.1288... Generator Loss: 0.6794 Epoch 4/4... Discriminator Loss: 1.2602... Generator Loss: 0.7645 Epoch 4/4... Discriminator Loss: 1.1273... Generator Loss: 0.7908 Epoch 4/4... Discriminator Loss: 1.1821... Generator Loss: 0.9093 Epoch 4/4... Discriminator Loss: 1.1892... Generator Loss: 0.6528 Epoch 4/4... Discriminator Loss: 1.1112... Generator Loss: 0.7988 Epoch 4/4... Discriminator Loss: 1.0943... Generator Loss: 0.7436 Epoch 4/4... Discriminator Loss: 1.1128... Generator Loss: 1.0088 Epoch 4/4... Discriminator Loss: 1.1732... Generator Loss: 0.8641
Epoch 4/4... Discriminator Loss: 1.1974... Generator Loss: 0.7310 Epoch 4/4... Discriminator Loss: 1.1425... Generator Loss: 0.8228 Epoch 4/4... Discriminator Loss: 1.1318... Generator Loss: 0.7257 Epoch 4/4... Discriminator Loss: 1.2130... Generator Loss: 0.7491 Epoch 4/4... Discriminator Loss: 1.1033... Generator Loss: 0.7713 Epoch 4/4... Discriminator Loss: 1.1532... Generator Loss: 0.8344 Epoch 4/4... Discriminator Loss: 1.1862... Generator Loss: 0.8493 Epoch 4/4... Discriminator Loss: 1.2282... Generator Loss: 0.5817 Epoch 4/4... Discriminator Loss: 1.1339... Generator Loss: 1.0828 Epoch 4/4... Discriminator Loss: 1.1712... Generator Loss: 0.7443
Epoch 4/4... Discriminator Loss: 1.1478... Generator Loss: 0.7387 Epoch 4/4... Discriminator Loss: 1.1877... Generator Loss: 0.7720 Epoch 4/4... Discriminator Loss: 1.1526... Generator Loss: 0.7972 Epoch 4/4... Discriminator Loss: 1.2365... Generator Loss: 0.7082 Epoch 4/4... Discriminator Loss: 1.1536... Generator Loss: 0.6983 Epoch 4/4... Discriminator Loss: 1.1906... Generator Loss: 0.8979 Epoch 4/4... Discriminator Loss: 1.0527... Generator Loss: 0.9582 Epoch 4/4... Discriminator Loss: 1.1709... Generator Loss: 0.9726 Epoch 4/4... Discriminator Loss: 1.2042... Generator Loss: 0.6239 Epoch 4/4... Discriminator Loss: 1.1125... Generator Loss: 0.7550
Epoch 4/4... Discriminator Loss: 1.1763... Generator Loss: 0.7643 Epoch 4/4... Discriminator Loss: 1.1702... Generator Loss: 1.0957 Epoch 4/4... Discriminator Loss: 1.1409... Generator Loss: 0.8195 Epoch 4/4... Discriminator Loss: 1.1232... Generator Loss: 0.7395 Epoch 4/4... Discriminator Loss: 1.1383... Generator Loss: 0.7685 Epoch 4/4... Discriminator Loss: 1.0686... Generator Loss: 0.8907 Epoch 4/4... Discriminator Loss: 1.1029... Generator Loss: 0.7941 Epoch 4/4... Discriminator Loss: 1.1763... Generator Loss: 0.7784 Epoch 4/4... Discriminator Loss: 1.2058... Generator Loss: 0.8807 Epoch 4/4... Discriminator Loss: 1.1468... Generator Loss: 0.7595
Epoch 4/4... Discriminator Loss: 1.0640... Generator Loss: 0.9130 Epoch 4/4... Discriminator Loss: 1.1618... Generator Loss: 0.7652 Epoch 4/4... Discriminator Loss: 1.1724... Generator Loss: 0.7421 Epoch 4/4... Discriminator Loss: 1.1805... Generator Loss: 0.7850 Epoch 4/4... Discriminator Loss: 1.1258... Generator Loss: 0.8355 Epoch 4/4... Discriminator Loss: 1.1931... Generator Loss: 0.7041 Epoch 4/4... Discriminator Loss: 1.0421... Generator Loss: 0.8127 Epoch 4/4... Discriminator Loss: 1.1831... Generator Loss: 0.7540 Epoch 4/4... Discriminator Loss: 1.1772... Generator Loss: 0.7557 Epoch 4/4... Discriminator Loss: 1.1547... Generator Loss: 0.6873
Epoch 4/4... Discriminator Loss: 1.1348... Generator Loss: 0.8620 Epoch 4/4... Discriminator Loss: 1.1745... Generator Loss: 0.8930 Epoch 4/4... Discriminator Loss: 1.1806... Generator Loss: 0.8468 Epoch 4/4... Discriminator Loss: 1.1053... Generator Loss: 0.8248 Epoch 4/4... Discriminator Loss: 1.1616... Generator Loss: 0.6958 Epoch 4/4... Discriminator Loss: 1.1888... Generator Loss: 0.7892 Epoch 4/4... Discriminator Loss: 1.2324... Generator Loss: 1.0907 Epoch 4/4... Discriminator Loss: 1.2716... Generator Loss: 0.6092 Epoch 4/4... Discriminator Loss: 1.2009... Generator Loss: 0.7258 Epoch 4/4... Discriminator Loss: 1.1309... Generator Loss: 0.8585
Epoch 4/4... Discriminator Loss: 1.2155... Generator Loss: 0.8994 Epoch 4/4... Discriminator Loss: 1.2363... Generator Loss: 0.7280 Epoch 4/4... Discriminator Loss: 1.0956... Generator Loss: 0.8457 Epoch 4/4... Discriminator Loss: 1.1662... Generator Loss: 0.7315
Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.
batch_size = 32
z_dim = 100
learning_rate = 0.0002
beta1 = 0.5
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 8
celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
celeba_dataset.shape, celeba_dataset.image_mode)
Epoch 1/8... Discriminator Loss: 3.8353... Generator Loss: 0.0454 Epoch 1/8... Discriminator Loss: 2.8799... Generator Loss: 0.1106 Epoch 1/8... Discriminator Loss: 2.1028... Generator Loss: 0.2232 Epoch 1/8... Discriminator Loss: 2.2372... Generator Loss: 0.2059 Epoch 1/8... Discriminator Loss: 2.0793... Generator Loss: 0.2202 Epoch 1/8... Discriminator Loss: 1.8480... Generator Loss: 0.3013 Epoch 1/8... Discriminator Loss: 1.6398... Generator Loss: 0.3526 Epoch 1/8... Discriminator Loss: 1.4854... Generator Loss: 0.3980 Epoch 1/8... Discriminator Loss: 1.3248... Generator Loss: 0.4767 Epoch 1/8... Discriminator Loss: 1.0869... Generator Loss: 0.6144
Epoch 1/8... Discriminator Loss: 1.0395... Generator Loss: 0.6428 Epoch 1/8... Discriminator Loss: 0.7878... Generator Loss: 0.8642 Epoch 1/8... Discriminator Loss: 0.7263... Generator Loss: 0.8876 Epoch 1/8... Discriminator Loss: 0.6644... Generator Loss: 0.9989 Epoch 1/8... Discriminator Loss: 0.6685... Generator Loss: 1.0291 Epoch 1/8... Discriminator Loss: 0.6731... Generator Loss: 1.1495 Epoch 1/8... Discriminator Loss: 0.7541... Generator Loss: 0.9296 Epoch 1/8... Discriminator Loss: 0.7196... Generator Loss: 0.9772 Epoch 1/8... Discriminator Loss: 0.6290... Generator Loss: 1.2389 Epoch 1/8... Discriminator Loss: 0.6745... Generator Loss: 1.1084
Epoch 1/8... Discriminator Loss: 0.7126... Generator Loss: 1.1013 Epoch 1/8... Discriminator Loss: 0.8295... Generator Loss: 0.8181 Epoch 1/8... Discriminator Loss: 0.8056... Generator Loss: 1.0090 Epoch 1/8... Discriminator Loss: 0.5916... Generator Loss: 1.2791 Epoch 1/8... Discriminator Loss: 0.9607... Generator Loss: 0.7560 Epoch 1/8... Discriminator Loss: 0.6419... Generator Loss: 1.2697 Epoch 1/8... Discriminator Loss: 0.7757... Generator Loss: 1.0522 Epoch 1/8... Discriminator Loss: 0.5490... Generator Loss: 1.5908 Epoch 1/8... Discriminator Loss: 0.5294... Generator Loss: 1.4525 Epoch 1/8... Discriminator Loss: 0.4272... Generator Loss: 2.2999
Epoch 1/8... Discriminator Loss: 0.3904... Generator Loss: 2.0551 Epoch 1/8... Discriminator Loss: 0.3866... Generator Loss: 1.8779 Epoch 1/8... Discriminator Loss: 0.3527... Generator Loss: 2.5491 Epoch 1/8... Discriminator Loss: 0.4367... Generator Loss: 1.6511 Epoch 1/8... Discriminator Loss: 0.3532... Generator Loss: 2.0445 Epoch 1/8... Discriminator Loss: 0.3233... Generator Loss: 2.5832 Epoch 1/8... Discriminator Loss: 0.7816... Generator Loss: 0.9280 Epoch 1/8... Discriminator Loss: 0.2868... Generator Loss: 2.1513 Epoch 1/8... Discriminator Loss: 0.4230... Generator Loss: 2.3067 Epoch 1/8... Discriminator Loss: 0.3799... Generator Loss: 1.7940
Epoch 1/8... Discriminator Loss: 0.6467... Generator Loss: 1.0641 Epoch 1/8... Discriminator Loss: 0.4588... Generator Loss: 1.5223 Epoch 1/8... Discriminator Loss: 0.3660... Generator Loss: 1.6812 Epoch 1/8... Discriminator Loss: 0.5033... Generator Loss: 1.3288 Epoch 1/8... Discriminator Loss: 0.5599... Generator Loss: 1.4486 Epoch 1/8... Discriminator Loss: 0.5436... Generator Loss: 1.2270 Epoch 1/8... Discriminator Loss: 0.5231... Generator Loss: 1.8263 Epoch 1/8... Discriminator Loss: 0.1596... Generator Loss: 4.5789 Epoch 1/8... Discriminator Loss: 0.6058... Generator Loss: 1.1604 Epoch 1/8... Discriminator Loss: 0.3598... Generator Loss: 3.9623
Epoch 1/8... Discriminator Loss: 0.4058... Generator Loss: 2.2697 Epoch 1/8... Discriminator Loss: 0.2474... Generator Loss: 2.3316 Epoch 1/8... Discriminator Loss: 0.2172... Generator Loss: 3.2846 Epoch 1/8... Discriminator Loss: 0.3453... Generator Loss: 2.3377 Epoch 1/8... Discriminator Loss: 0.2268... Generator Loss: 2.5543 Epoch 1/8... Discriminator Loss: 0.2446... Generator Loss: 2.5617 Epoch 1/8... Discriminator Loss: 0.3479... Generator Loss: 1.7380 Epoch 1/8... Discriminator Loss: 0.1878... Generator Loss: 4.0042 Epoch 1/8... Discriminator Loss: 0.1517... Generator Loss: 3.9816 Epoch 1/8... Discriminator Loss: 0.3141... Generator Loss: 1.8880
Epoch 1/8... Discriminator Loss: 0.2012... Generator Loss: 2.5967 Epoch 1/8... Discriminator Loss: 1.2374... Generator Loss: 1.5005 Epoch 1/8... Discriminator Loss: 0.2344... Generator Loss: 2.3903 Epoch 1/8... Discriminator Loss: 0.2575... Generator Loss: 3.1788 Epoch 1/8... Discriminator Loss: 0.2990... Generator Loss: 2.3890 Epoch 1/8... Discriminator Loss: 0.1974... Generator Loss: 2.7040 Epoch 1/8... Discriminator Loss: 0.1828... Generator Loss: 2.9400 Epoch 1/8... Discriminator Loss: 0.2690... Generator Loss: 7.9752 Epoch 1/8... Discriminator Loss: 0.4578... Generator Loss: 1.9500 Epoch 1/8... Discriminator Loss: 0.2133... Generator Loss: 2.7794
Epoch 1/8... Discriminator Loss: 0.2186... Generator Loss: 2.9192 Epoch 1/8... Discriminator Loss: 0.4677... Generator Loss: 2.6099 Epoch 1/8... Discriminator Loss: 0.4066... Generator Loss: 1.9466 Epoch 1/8... Discriminator Loss: 0.2076... Generator Loss: 4.6814 Epoch 1/8... Discriminator Loss: 0.4023... Generator Loss: 1.6643 Epoch 1/8... Discriminator Loss: 0.2667... Generator Loss: 5.5084 Epoch 1/8... Discriminator Loss: 0.1635... Generator Loss: 3.9260 Epoch 1/8... Discriminator Loss: 0.2243... Generator Loss: 3.0980 Epoch 1/8... Discriminator Loss: 0.1626... Generator Loss: 3.1947 Epoch 1/8... Discriminator Loss: 0.2744... Generator Loss: 1.9937
Epoch 1/8... Discriminator Loss: 0.3438... Generator Loss: 2.1192 Epoch 1/8... Discriminator Loss: 0.2831... Generator Loss: 2.6358 Epoch 1/8... Discriminator Loss: 0.5006... Generator Loss: 1.4667 Epoch 1/8... Discriminator Loss: 0.4035... Generator Loss: 2.4688 Epoch 1/8... Discriminator Loss: 0.2852... Generator Loss: 2.4210 Epoch 1/8... Discriminator Loss: 0.3968... Generator Loss: 1.6942 Epoch 1/8... Discriminator Loss: 0.5134... Generator Loss: 1.4761 Epoch 1/8... Discriminator Loss: 0.3983... Generator Loss: 2.2121 Epoch 1/8... Discriminator Loss: 0.2093... Generator Loss: 3.5304 Epoch 1/8... Discriminator Loss: 0.4656... Generator Loss: 2.1838
Epoch 1/8... Discriminator Loss: 0.4117... Generator Loss: 1.8870 Epoch 1/8... Discriminator Loss: 0.4693... Generator Loss: 1.7517 Epoch 1/8... Discriminator Loss: 0.1848... Generator Loss: 4.4633 Epoch 1/8... Discriminator Loss: 0.2491... Generator Loss: 2.5479 Epoch 1/8... Discriminator Loss: 0.2697... Generator Loss: 4.7969 Epoch 1/8... Discriminator Loss: 0.2403... Generator Loss: 2.8573 Epoch 1/8... Discriminator Loss: 0.8792... Generator Loss: 0.7095 Epoch 1/8... Discriminator Loss: 1.0418... Generator Loss: 0.6738 Epoch 1/8... Discriminator Loss: 0.1484... Generator Loss: 4.6372 Epoch 1/8... Discriminator Loss: 0.2172... Generator Loss: 5.7121
Epoch 1/8... Discriminator Loss: 0.2996... Generator Loss: 2.1913 Epoch 1/8... Discriminator Loss: 0.1782... Generator Loss: 3.6459 Epoch 1/8... Discriminator Loss: 0.2360... Generator Loss: 2.7841 Epoch 1/8... Discriminator Loss: 0.3330... Generator Loss: 3.8040 Epoch 1/8... Discriminator Loss: 0.3905... Generator Loss: 1.8998 Epoch 1/8... Discriminator Loss: 0.4806... Generator Loss: 1.6560 Epoch 1/8... Discriminator Loss: 0.5940... Generator Loss: 1.1548 Epoch 1/8... Discriminator Loss: 0.4050... Generator Loss: 2.5980 Epoch 1/8... Discriminator Loss: 0.4010... Generator Loss: 1.7579 Epoch 1/8... Discriminator Loss: 0.2796... Generator Loss: 2.2389
Epoch 1/8... Discriminator Loss: 0.4010... Generator Loss: 2.7953 Epoch 1/8... Discriminator Loss: 1.0117... Generator Loss: 1.7934 Epoch 1/8... Discriminator Loss: 0.3257... Generator Loss: 2.3682 Epoch 1/8... Discriminator Loss: 0.3683... Generator Loss: 2.6538 Epoch 1/8... Discriminator Loss: 1.0261... Generator Loss: 1.3245 Epoch 1/8... Discriminator Loss: 0.5835... Generator Loss: 2.1570 Epoch 1/8... Discriminator Loss: 0.3685... Generator Loss: 1.9786 Epoch 1/8... Discriminator Loss: 1.1862... Generator Loss: 1.4473 Epoch 1/8... Discriminator Loss: 0.9951... Generator Loss: 1.6554 Epoch 1/8... Discriminator Loss: 0.3085... Generator Loss: 3.0999
Epoch 1/8... Discriminator Loss: 0.4719... Generator Loss: 2.0073 Epoch 1/8... Discriminator Loss: 0.3831... Generator Loss: 1.8289 Epoch 1/8... Discriminator Loss: 0.6698... Generator Loss: 2.3026 Epoch 1/8... Discriminator Loss: 0.3628... Generator Loss: 2.2532 Epoch 1/8... Discriminator Loss: 0.6415... Generator Loss: 1.2698 Epoch 1/8... Discriminator Loss: 0.6461... Generator Loss: 1.8457 Epoch 1/8... Discriminator Loss: 0.3361... Generator Loss: 3.3830 Epoch 1/8... Discriminator Loss: 0.5687... Generator Loss: 1.4611 Epoch 1/8... Discriminator Loss: 0.4089... Generator Loss: 3.4197 Epoch 1/8... Discriminator Loss: 0.1755... Generator Loss: 4.0430
Epoch 1/8... Discriminator Loss: 0.6724... Generator Loss: 1.4370 Epoch 1/8... Discriminator Loss: 1.3336... Generator Loss: 0.4973 Epoch 1/8... Discriminator Loss: 0.5030... Generator Loss: 1.4560 Epoch 1/8... Discriminator Loss: 0.3434... Generator Loss: 3.4835 Epoch 1/8... Discriminator Loss: 0.6620... Generator Loss: 1.3283 Epoch 1/8... Discriminator Loss: 1.2142... Generator Loss: 0.7570 Epoch 1/8... Discriminator Loss: 0.4055... Generator Loss: 2.4011 Epoch 1/8... Discriminator Loss: 0.8287... Generator Loss: 1.5942 Epoch 1/8... Discriminator Loss: 0.4108... Generator Loss: 2.9494 Epoch 1/8... Discriminator Loss: 0.2647... Generator Loss: 3.2885
Epoch 1/8... Discriminator Loss: 0.2897... Generator Loss: 3.5138 Epoch 1/8... Discriminator Loss: 0.7228... Generator Loss: 2.1071 Epoch 1/8... Discriminator Loss: 1.0061... Generator Loss: 0.6818 Epoch 1/8... Discriminator Loss: 0.4360... Generator Loss: 2.5768 Epoch 1/8... Discriminator Loss: 0.2611... Generator Loss: 3.7156 Epoch 1/8... Discriminator Loss: 0.3916... Generator Loss: 2.0997 Epoch 1/8... Discriminator Loss: 0.5372... Generator Loss: 2.4576 Epoch 1/8... Discriminator Loss: 0.4164... Generator Loss: 2.1180 Epoch 1/8... Discriminator Loss: 0.8440... Generator Loss: 1.4820 Epoch 1/8... Discriminator Loss: 0.6546... Generator Loss: 1.3750
Epoch 1/8... Discriminator Loss: 0.5328... Generator Loss: 2.0346 Epoch 1/8... Discriminator Loss: 0.3607... Generator Loss: 2.3103 Epoch 1/8... Discriminator Loss: 0.7940... Generator Loss: 1.1443 Epoch 1/8... Discriminator Loss: 0.7009... Generator Loss: 1.4415 Epoch 1/8... Discriminator Loss: 0.9123... Generator Loss: 1.1045 Epoch 1/8... Discriminator Loss: 0.4451... Generator Loss: 2.8415 Epoch 1/8... Discriminator Loss: 0.5611... Generator Loss: 1.8561 Epoch 1/8... Discriminator Loss: 0.6658... Generator Loss: 1.3898 Epoch 1/8... Discriminator Loss: 0.3143... Generator Loss: 3.6732 Epoch 1/8... Discriminator Loss: 0.6032... Generator Loss: 1.7392
Epoch 1/8... Discriminator Loss: 0.8541... Generator Loss: 1.0569 Epoch 1/8... Discriminator Loss: 0.7052... Generator Loss: 1.3408 Epoch 1/8... Discriminator Loss: 0.4968... Generator Loss: 2.3608 Epoch 1/8... Discriminator Loss: 0.9364... Generator Loss: 0.9330 Epoch 1/8... Discriminator Loss: 0.8305... Generator Loss: 0.9015 Epoch 1/8... Discriminator Loss: 1.0854... Generator Loss: 0.7175 Epoch 1/8... Discriminator Loss: 0.8736... Generator Loss: 1.2078 Epoch 1/8... Discriminator Loss: 0.8556... Generator Loss: 1.2546 Epoch 1/8... Discriminator Loss: 1.1275... Generator Loss: 0.7499 Epoch 1/8... Discriminator Loss: 0.9373... Generator Loss: 1.1602
Epoch 1/8... Discriminator Loss: 1.1102... Generator Loss: 0.6749 Epoch 1/8... Discriminator Loss: 0.4775... Generator Loss: 2.2515 Epoch 1/8... Discriminator Loss: 0.6562... Generator Loss: 1.4806 Epoch 1/8... Discriminator Loss: 0.6119... Generator Loss: 1.2652 Epoch 1/8... Discriminator Loss: 0.3576... Generator Loss: 3.4965 Epoch 1/8... Discriminator Loss: 1.0488... Generator Loss: 0.8747 Epoch 1/8... Discriminator Loss: 0.3446... Generator Loss: 2.9811 Epoch 1/8... Discriminator Loss: 0.5041... Generator Loss: 2.9144 Epoch 1/8... Discriminator Loss: 0.3231... Generator Loss: 3.1661 Epoch 1/8... Discriminator Loss: 1.4526... Generator Loss: 0.4730
Epoch 1/8... Discriminator Loss: 0.5220... Generator Loss: 1.8757 Epoch 1/8... Discriminator Loss: 0.4287... Generator Loss: 1.9921 Epoch 1/8... Discriminator Loss: 0.3596... Generator Loss: 2.3809 Epoch 1/8... Discriminator Loss: 0.4405... Generator Loss: 2.3345 Epoch 1/8... Discriminator Loss: 0.6878... Generator Loss: 2.1854 Epoch 1/8... Discriminator Loss: 0.2570... Generator Loss: 3.5501 Epoch 1/8... Discriminator Loss: 0.6245... Generator Loss: 1.8593 Epoch 1/8... Discriminator Loss: 0.8500... Generator Loss: 1.3632 Epoch 1/8... Discriminator Loss: 0.3844... Generator Loss: 2.6980 Epoch 1/8... Discriminator Loss: 0.5740... Generator Loss: 1.7256
Epoch 1/8... Discriminator Loss: 0.5848... Generator Loss: 1.9403 Epoch 1/8... Discriminator Loss: 0.5053... Generator Loss: 3.2206 Epoch 1/8... Discriminator Loss: 0.5484... Generator Loss: 2.0621 Epoch 1/8... Discriminator Loss: 0.3475... Generator Loss: 3.3957 Epoch 1/8... Discriminator Loss: 0.8865... Generator Loss: 1.0975 Epoch 1/8... Discriminator Loss: 0.4994... Generator Loss: 2.1305 Epoch 1/8... Discriminator Loss: 0.7621... Generator Loss: 1.1477 Epoch 1/8... Discriminator Loss: 0.7427... Generator Loss: 1.2726 Epoch 1/8... Discriminator Loss: 0.4606... Generator Loss: 1.5615 Epoch 1/8... Discriminator Loss: 0.5141... Generator Loss: 1.8713
Epoch 1/8... Discriminator Loss: 0.4855... Generator Loss: 1.9706 Epoch 1/8... Discriminator Loss: 1.0072... Generator Loss: 1.1726 Epoch 1/8... Discriminator Loss: 0.5422... Generator Loss: 2.8330 Epoch 1/8... Discriminator Loss: 0.4799... Generator Loss: 1.8681 Epoch 1/8... Discriminator Loss: 0.5262... Generator Loss: 2.0438 Epoch 1/8... Discriminator Loss: 0.9045... Generator Loss: 1.0259 Epoch 1/8... Discriminator Loss: 0.4740... Generator Loss: 2.2262 Epoch 1/8... Discriminator Loss: 0.5354... Generator Loss: 1.4352 Epoch 1/8... Discriminator Loss: 0.2524... Generator Loss: 3.8237 Epoch 1/8... Discriminator Loss: 0.8999... Generator Loss: 1.0700
Epoch 1/8... Discriminator Loss: 0.8513... Generator Loss: 1.1704 Epoch 1/8... Discriminator Loss: 0.7830... Generator Loss: 1.2013 Epoch 1/8... Discriminator Loss: 0.7351... Generator Loss: 1.2909 Epoch 1/8... Discriminator Loss: 0.3303... Generator Loss: 3.8167 Epoch 1/8... Discriminator Loss: 0.6874... Generator Loss: 1.4213 Epoch 1/8... Discriminator Loss: 0.6639... Generator Loss: 1.6804 Epoch 1/8... Discriminator Loss: 0.2953... Generator Loss: 3.6797 Epoch 1/8... Discriminator Loss: 0.8149... Generator Loss: 1.4458 Epoch 1/8... Discriminator Loss: 0.5183... Generator Loss: 2.0809 Epoch 1/8... Discriminator Loss: 0.5200... Generator Loss: 1.6478
Epoch 1/8... Discriminator Loss: 0.8116... Generator Loss: 1.2601 Epoch 1/8... Discriminator Loss: 0.6567... Generator Loss: 1.3935 Epoch 1/8... Discriminator Loss: 0.6634... Generator Loss: 1.3311 Epoch 1/8... Discriminator Loss: 0.7120... Generator Loss: 1.6946 Epoch 1/8... Discriminator Loss: 1.0409... Generator Loss: 1.0610 Epoch 1/8... Discriminator Loss: 0.3063... Generator Loss: 4.2183 Epoch 1/8... Discriminator Loss: 0.5609... Generator Loss: 1.6778 Epoch 1/8... Discriminator Loss: 0.7016... Generator Loss: 1.5006 Epoch 1/8... Discriminator Loss: 0.4615... Generator Loss: 2.0938 Epoch 1/8... Discriminator Loss: 0.6512... Generator Loss: 1.5769
Epoch 1/8... Discriminator Loss: 0.7234... Generator Loss: 1.7313 Epoch 1/8... Discriminator Loss: 0.3372... Generator Loss: 2.9961 Epoch 1/8... Discriminator Loss: 0.6375... Generator Loss: 2.1327 Epoch 1/8... Discriminator Loss: 0.8918... Generator Loss: 1.4216 Epoch 1/8... Discriminator Loss: 0.3884... Generator Loss: 2.5963 Epoch 1/8... Discriminator Loss: 0.6677... Generator Loss: 1.1628 Epoch 1/8... Discriminator Loss: 0.6105... Generator Loss: 1.6484 Epoch 1/8... Discriminator Loss: 0.5011... Generator Loss: 1.8526 Epoch 1/8... Discriminator Loss: 0.9062... Generator Loss: 0.8616 Epoch 1/8... Discriminator Loss: 0.2088... Generator Loss: 4.7342
Epoch 1/8... Discriminator Loss: 0.9061... Generator Loss: 0.8813 Epoch 1/8... Discriminator Loss: 0.6183... Generator Loss: 1.3617 Epoch 1/8... Discriminator Loss: 0.9198... Generator Loss: 0.7979 Epoch 1/8... Discriminator Loss: 0.6485... Generator Loss: 1.3960 Epoch 1/8... Discriminator Loss: 0.9055... Generator Loss: 1.1230 Epoch 1/8... Discriminator Loss: 0.5044... Generator Loss: 2.6857 Epoch 1/8... Discriminator Loss: 0.3645... Generator Loss: 2.3111 Epoch 1/8... Discriminator Loss: 0.8145... Generator Loss: 1.2700 Epoch 1/8... Discriminator Loss: 0.8129... Generator Loss: 1.0186 Epoch 1/8... Discriminator Loss: 0.6540... Generator Loss: 2.0675
Epoch 1/8... Discriminator Loss: 0.8336... Generator Loss: 1.8443 Epoch 1/8... Discriminator Loss: 0.8675... Generator Loss: 1.0411 Epoch 1/8... Discriminator Loss: 1.0806... Generator Loss: 0.6999 Epoch 1/8... Discriminator Loss: 0.6648... Generator Loss: 1.3812 Epoch 1/8... Discriminator Loss: 0.7345... Generator Loss: 1.1705 Epoch 1/8... Discriminator Loss: 0.5900... Generator Loss: 1.8209 Epoch 1/8... Discriminator Loss: 0.2496... Generator Loss: 5.0701 Epoch 1/8... Discriminator Loss: 1.0695... Generator Loss: 1.1038 Epoch 1/8... Discriminator Loss: 0.6800... Generator Loss: 1.6745 Epoch 1/8... Discriminator Loss: 0.6245... Generator Loss: 1.6279
Epoch 1/8... Discriminator Loss: 0.3409... Generator Loss: 3.3129 Epoch 1/8... Discriminator Loss: 0.2664... Generator Loss: 3.1495 Epoch 1/8... Discriminator Loss: 0.6657... Generator Loss: 1.5129 Epoch 1/8... Discriminator Loss: 0.6021... Generator Loss: 2.8941 Epoch 1/8... Discriminator Loss: 1.0227... Generator Loss: 0.7947 Epoch 1/8... Discriminator Loss: 0.4128... Generator Loss: 3.0398 Epoch 1/8... Discriminator Loss: 0.2839... Generator Loss: 2.9863 Epoch 1/8... Discriminator Loss: 0.7538... Generator Loss: 1.0945 Epoch 1/8... Discriminator Loss: 0.4875... Generator Loss: 1.4957 Epoch 1/8... Discriminator Loss: 0.8134... Generator Loss: 1.9656
Epoch 1/8... Discriminator Loss: 0.5042... Generator Loss: 1.8558 Epoch 1/8... Discriminator Loss: 0.4516... Generator Loss: 2.6834 Epoch 1/8... Discriminator Loss: 0.5349... Generator Loss: 1.7200 Epoch 1/8... Discriminator Loss: 0.6592... Generator Loss: 1.5731 Epoch 1/8... Discriminator Loss: 0.6458... Generator Loss: 1.5663 Epoch 1/8... Discriminator Loss: 0.3395... Generator Loss: 3.6702 Epoch 1/8... Discriminator Loss: 0.4314... Generator Loss: 1.8731 Epoch 1/8... Discriminator Loss: 0.9535... Generator Loss: 1.5290 Epoch 1/8... Discriminator Loss: 0.8286... Generator Loss: 1.0318 Epoch 1/8... Discriminator Loss: 0.7547... Generator Loss: 2.6992
Epoch 1/8... Discriminator Loss: 0.4145... Generator Loss: 2.6543 Epoch 1/8... Discriminator Loss: 0.5835... Generator Loss: 1.8220 Epoch 1/8... Discriminator Loss: 0.5821... Generator Loss: 1.9901 Epoch 1/8... Discriminator Loss: 0.5847... Generator Loss: 3.2996 Epoch 1/8... Discriminator Loss: 0.8042... Generator Loss: 1.3098 Epoch 1/8... Discriminator Loss: 0.6776... Generator Loss: 1.3922 Epoch 1/8... Discriminator Loss: 1.1182... Generator Loss: 0.7109 Epoch 1/8... Discriminator Loss: 0.8688... Generator Loss: 0.9534 Epoch 1/8... Discriminator Loss: 0.6281... Generator Loss: 1.6889 Epoch 1/8... Discriminator Loss: 0.5881... Generator Loss: 2.7072
Epoch 1/8... Discriminator Loss: 0.8291... Generator Loss: 1.1290 Epoch 1/8... Discriminator Loss: 0.6014... Generator Loss: 1.8514 Epoch 1/8... Discriminator Loss: 0.4812... Generator Loss: 3.2630 Epoch 1/8... Discriminator Loss: 0.8313... Generator Loss: 1.5543 Epoch 1/8... Discriminator Loss: 0.2440... Generator Loss: 4.9319 Epoch 1/8... Discriminator Loss: 0.5205... Generator Loss: 2.5790 Epoch 1/8... Discriminator Loss: 0.8319... Generator Loss: 1.6684 Epoch 1/8... Discriminator Loss: 0.3927... Generator Loss: 2.5676 Epoch 1/8... Discriminator Loss: 0.5460... Generator Loss: 1.8520 Epoch 1/8... Discriminator Loss: 0.4905... Generator Loss: 2.2476
Epoch 1/8... Discriminator Loss: 0.6480... Generator Loss: 1.3486 Epoch 1/8... Discriminator Loss: 0.4130... Generator Loss: 2.6407 Epoch 1/8... Discriminator Loss: 0.6536... Generator Loss: 1.9299 Epoch 1/8... Discriminator Loss: 0.8078... Generator Loss: 1.1097 Epoch 1/8... Discriminator Loss: 0.6494... Generator Loss: 1.8757 Epoch 1/8... Discriminator Loss: 0.7496... Generator Loss: 1.4278 Epoch 1/8... Discriminator Loss: 0.5289... Generator Loss: 2.3727 Epoch 1/8... Discriminator Loss: 0.8429... Generator Loss: 1.5853 Epoch 1/8... Discriminator Loss: 0.6145... Generator Loss: 2.1503 Epoch 1/8... Discriminator Loss: 0.8028... Generator Loss: 1.2726
Epoch 1/8... Discriminator Loss: 0.4985... Generator Loss: 2.1737 Epoch 1/8... Discriminator Loss: 0.4910... Generator Loss: 2.0088 Epoch 1/8... Discriminator Loss: 0.8649... Generator Loss: 1.0294 Epoch 1/8... Discriminator Loss: 1.0075... Generator Loss: 0.7259 Epoch 1/8... Discriminator Loss: 0.9857... Generator Loss: 0.8380 Epoch 1/8... Discriminator Loss: 0.6202... Generator Loss: 1.4988 Epoch 1/8... Discriminator Loss: 0.5042... Generator Loss: 2.2295 Epoch 1/8... Discriminator Loss: 0.9423... Generator Loss: 1.1760 Epoch 1/8... Discriminator Loss: 1.0563... Generator Loss: 0.7639 Epoch 1/8... Discriminator Loss: 0.6345... Generator Loss: 1.6576
Epoch 1/8... Discriminator Loss: 0.4867... Generator Loss: 2.3623 Epoch 1/8... Discriminator Loss: 0.6406... Generator Loss: 1.7357 Epoch 1/8... Discriminator Loss: 0.9475... Generator Loss: 1.3089 Epoch 1/8... Discriminator Loss: 0.6455... Generator Loss: 2.4478 Epoch 1/8... Discriminator Loss: 0.4990... Generator Loss: 2.8576 Epoch 1/8... Discriminator Loss: 0.2381... Generator Loss: 3.7288 Epoch 1/8... Discriminator Loss: 0.6503... Generator Loss: 2.1747 Epoch 1/8... Discriminator Loss: 0.8079... Generator Loss: 1.1796 Epoch 1/8... Discriminator Loss: 0.6249... Generator Loss: 2.3681 Epoch 1/8... Discriminator Loss: 0.7396... Generator Loss: 1.5316
Epoch 1/8... Discriminator Loss: 0.7960... Generator Loss: 2.0174 Epoch 1/8... Discriminator Loss: 0.7968... Generator Loss: 1.5773 Epoch 1/8... Discriminator Loss: 0.9405... Generator Loss: 0.9961 Epoch 1/8... Discriminator Loss: 0.8379... Generator Loss: 0.8995 Epoch 1/8... Discriminator Loss: 1.1722... Generator Loss: 0.9633 Epoch 1/8... Discriminator Loss: 0.9752... Generator Loss: 0.9902 Epoch 1/8... Discriminator Loss: 0.9068... Generator Loss: 0.9245 Epoch 1/8... Discriminator Loss: 0.8930... Generator Loss: 0.9735 Epoch 1/8... Discriminator Loss: 1.0982... Generator Loss: 0.7284 Epoch 1/8... Discriminator Loss: 0.3773... Generator Loss: 2.3262
Epoch 1/8... Discriminator Loss: 0.5137... Generator Loss: 2.4942 Epoch 1/8... Discriminator Loss: 0.6717... Generator Loss: 1.5814 Epoch 1/8... Discriminator Loss: 0.7286... Generator Loss: 1.3953 Epoch 1/8... Discriminator Loss: 0.5727... Generator Loss: 1.6720 Epoch 1/8... Discriminator Loss: 0.8883... Generator Loss: 1.2017 Epoch 1/8... Discriminator Loss: 1.4296... Generator Loss: 0.6100 Epoch 1/8... Discriminator Loss: 0.7556... Generator Loss: 1.8765 Epoch 1/8... Discriminator Loss: 0.5643... Generator Loss: 2.2832 Epoch 1/8... Discriminator Loss: 0.8436... Generator Loss: 1.8507 Epoch 1/8... Discriminator Loss: 0.4990... Generator Loss: 2.1461
Epoch 1/8... Discriminator Loss: 0.7390... Generator Loss: 1.7783 Epoch 1/8... Discriminator Loss: 0.9435... Generator Loss: 0.8365 Epoch 1/8... Discriminator Loss: 0.6442... Generator Loss: 1.4310 Epoch 1/8... Discriminator Loss: 0.6981... Generator Loss: 1.6198 Epoch 1/8... Discriminator Loss: 0.6942... Generator Loss: 1.3932 Epoch 1/8... Discriminator Loss: 0.5413... Generator Loss: 1.9783 Epoch 1/8... Discriminator Loss: 0.5847... Generator Loss: 2.3616 Epoch 1/8... Discriminator Loss: 2.0581... Generator Loss: 1.7754 Epoch 1/8... Discriminator Loss: 0.9228... Generator Loss: 1.3101 Epoch 1/8... Discriminator Loss: 0.6328... Generator Loss: 1.5814
Epoch 1/8... Discriminator Loss: 1.2938... Generator Loss: 0.7479 Epoch 1/8... Discriminator Loss: 0.6750... Generator Loss: 1.7619 Epoch 1/8... Discriminator Loss: 0.8976... Generator Loss: 1.9935 Epoch 1/8... Discriminator Loss: 0.5521... Generator Loss: 2.1790 Epoch 1/8... Discriminator Loss: 0.5888... Generator Loss: 2.1959 Epoch 1/8... Discriminator Loss: 0.5311... Generator Loss: 1.9503 Epoch 1/8... Discriminator Loss: 0.9067... Generator Loss: 1.1588 Epoch 1/8... Discriminator Loss: 0.8890... Generator Loss: 1.1165 Epoch 1/8... Discriminator Loss: 0.8058... Generator Loss: 1.0931 Epoch 1/8... Discriminator Loss: 0.2516... Generator Loss: 4.6651
Epoch 1/8... Discriminator Loss: 0.7284... Generator Loss: 1.0875 Epoch 1/8... Discriminator Loss: 0.6884... Generator Loss: 1.8773 Epoch 1/8... Discriminator Loss: 1.2401... Generator Loss: 0.7664 Epoch 1/8... Discriminator Loss: 0.8993... Generator Loss: 0.9260 Epoch 1/8... Discriminator Loss: 0.9310... Generator Loss: 0.7794 Epoch 1/8... Discriminator Loss: 0.9240... Generator Loss: 1.2108 Epoch 1/8... Discriminator Loss: 0.8708... Generator Loss: 1.0495 Epoch 1/8... Discriminator Loss: 0.7744... Generator Loss: 1.3135 Epoch 1/8... Discriminator Loss: 1.0566... Generator Loss: 1.5577 Epoch 1/8... Discriminator Loss: 0.8701... Generator Loss: 1.2102
Epoch 1/8... Discriminator Loss: 0.8702... Generator Loss: 1.1856 Epoch 1/8... Discriminator Loss: 0.7712... Generator Loss: 1.3391 Epoch 1/8... Discriminator Loss: 0.5411... Generator Loss: 2.4166 Epoch 1/8... Discriminator Loss: 0.8591... Generator Loss: 1.2767 Epoch 1/8... Discriminator Loss: 0.7210... Generator Loss: 1.0314 Epoch 1/8... Discriminator Loss: 0.4965... Generator Loss: 2.5846 Epoch 1/8... Discriminator Loss: 0.9737... Generator Loss: 1.0451 Epoch 1/8... Discriminator Loss: 1.0506... Generator Loss: 1.1487 Epoch 1/8... Discriminator Loss: 0.5779... Generator Loss: 1.4939 Epoch 1/8... Discriminator Loss: 0.5770... Generator Loss: 1.8033
Epoch 1/8... Discriminator Loss: 0.5128... Generator Loss: 3.0790 Epoch 1/8... Discriminator Loss: 0.8200... Generator Loss: 1.3817 Epoch 1/8... Discriminator Loss: 0.4809... Generator Loss: 2.1338 Epoch 1/8... Discriminator Loss: 0.8330... Generator Loss: 1.0805 Epoch 1/8... Discriminator Loss: 0.5283... Generator Loss: 2.1083 Epoch 1/8... Discriminator Loss: 1.1782... Generator Loss: 0.7357 Epoch 1/8... Discriminator Loss: 0.9498... Generator Loss: 1.3596 Epoch 1/8... Discriminator Loss: 0.9535... Generator Loss: 1.8334 Epoch 1/8... Discriminator Loss: 0.3620... Generator Loss: 4.5656 Epoch 1/8... Discriminator Loss: 0.8757... Generator Loss: 0.9283
Epoch 1/8... Discriminator Loss: 0.6833... Generator Loss: 1.4518 Epoch 1/8... Discriminator Loss: 0.5828... Generator Loss: 1.4890 Epoch 1/8... Discriminator Loss: 0.3920... Generator Loss: 4.9680 Epoch 1/8... Discriminator Loss: 0.7672... Generator Loss: 1.7364 Epoch 1/8... Discriminator Loss: 0.4398... Generator Loss: 2.4031 Epoch 1/8... Discriminator Loss: 0.9981... Generator Loss: 0.9237 Epoch 1/8... Discriminator Loss: 0.3917... Generator Loss: 3.6995 Epoch 1/8... Discriminator Loss: 1.0327... Generator Loss: 1.8210 Epoch 1/8... Discriminator Loss: 0.8296... Generator Loss: 1.0973 Epoch 1/8... Discriminator Loss: 0.7836... Generator Loss: 1.8956
Epoch 1/8... Discriminator Loss: 0.6827... Generator Loss: 1.4074 Epoch 1/8... Discriminator Loss: 0.6687... Generator Loss: 1.8783 Epoch 1/8... Discriminator Loss: 1.1297... Generator Loss: 0.6292 Epoch 1/8... Discriminator Loss: 0.9012... Generator Loss: 1.5851 Epoch 1/8... Discriminator Loss: 0.8204... Generator Loss: 1.5118 Epoch 1/8... Discriminator Loss: 0.5090... Generator Loss: 7.2745 Epoch 1/8... Discriminator Loss: 0.9086... Generator Loss: 1.4808 Epoch 1/8... Discriminator Loss: 1.0455... Generator Loss: 0.8526 Epoch 1/8... Discriminator Loss: 0.7827... Generator Loss: 1.4970 Epoch 1/8... Discriminator Loss: 1.0238... Generator Loss: 1.0410
Epoch 1/8... Discriminator Loss: 0.4177... Generator Loss: 3.0387 Epoch 1/8... Discriminator Loss: 0.3806... Generator Loss: 3.3599 Epoch 1/8... Discriminator Loss: 0.3538... Generator Loss: 7.0908 Epoch 1/8... Discriminator Loss: 0.6149... Generator Loss: 1.5736 Epoch 1/8... Discriminator Loss: 0.9835... Generator Loss: 1.3018 Epoch 1/8... Discriminator Loss: 0.9463... Generator Loss: 1.0598 Epoch 1/8... Discriminator Loss: 0.6988... Generator Loss: 2.0419 Epoch 1/8... Discriminator Loss: 1.1707... Generator Loss: 0.5842 Epoch 1/8... Discriminator Loss: 0.8208... Generator Loss: 1.4803 Epoch 1/8... Discriminator Loss: 1.1004... Generator Loss: 0.7013
Epoch 1/8... Discriminator Loss: 0.9126... Generator Loss: 1.5879 Epoch 1/8... Discriminator Loss: 0.7950... Generator Loss: 1.9103 Epoch 1/8... Discriminator Loss: 1.0279... Generator Loss: 0.9950 Epoch 1/8... Discriminator Loss: 0.5835... Generator Loss: 2.1355 Epoch 1/8... Discriminator Loss: 1.0842... Generator Loss: 0.6867 Epoch 1/8... Discriminator Loss: 0.8689... Generator Loss: 1.5645 Epoch 1/8... Discriminator Loss: 0.8950... Generator Loss: 1.1363 Epoch 1/8... Discriminator Loss: 1.1671... Generator Loss: 0.7528 Epoch 1/8... Discriminator Loss: 0.6573... Generator Loss: 2.4430 Epoch 1/8... Discriminator Loss: 0.9315... Generator Loss: 0.8983
Epoch 1/8... Discriminator Loss: 0.9135... Generator Loss: 1.0747 Epoch 1/8... Discriminator Loss: 1.2767... Generator Loss: 0.8537 Epoch 1/8... Discriminator Loss: 0.7725... Generator Loss: 1.3258 Epoch 1/8... Discriminator Loss: 0.5292... Generator Loss: 3.2910 Epoch 1/8... Discriminator Loss: 1.1485... Generator Loss: 0.7503 Epoch 1/8... Discriminator Loss: 0.6502... Generator Loss: 1.7842 Epoch 1/8... Discriminator Loss: 0.7956... Generator Loss: 1.7772 Epoch 1/8... Discriminator Loss: 0.7108... Generator Loss: 1.6301 Epoch 1/8... Discriminator Loss: 0.7641... Generator Loss: 1.4166 Epoch 1/8... Discriminator Loss: 0.8157... Generator Loss: 1.2350
Epoch 1/8... Discriminator Loss: 1.2453... Generator Loss: 0.7410 Epoch 1/8... Discriminator Loss: 1.0446... Generator Loss: 0.8996 Epoch 1/8... Discriminator Loss: 0.9804... Generator Loss: 0.8770 Epoch 1/8... Discriminator Loss: 1.0531... Generator Loss: 0.7919 Epoch 1/8... Discriminator Loss: 0.4824... Generator Loss: 4.7850 Epoch 1/8... Discriminator Loss: 0.7348... Generator Loss: 1.3430 Epoch 1/8... Discriminator Loss: 1.0249... Generator Loss: 0.9538 Epoch 1/8... Discriminator Loss: 0.6391... Generator Loss: 2.1986 Epoch 1/8... Discriminator Loss: 0.9293... Generator Loss: 1.0780 Epoch 1/8... Discriminator Loss: 0.5095... Generator Loss: 2.4284
Epoch 1/8... Discriminator Loss: 0.7592... Generator Loss: 1.4388 Epoch 1/8... Discriminator Loss: 0.7069... Generator Loss: 1.7084 Epoch 1/8... Discriminator Loss: 0.9383... Generator Loss: 0.8783 Epoch 1/8... Discriminator Loss: 0.8716... Generator Loss: 1.1215 Epoch 1/8... Discriminator Loss: 0.9818... Generator Loss: 0.9353 Epoch 1/8... Discriminator Loss: 0.9132... Generator Loss: 1.2605 Epoch 1/8... Discriminator Loss: 0.6632... Generator Loss: 1.6260 Epoch 1/8... Discriminator Loss: 0.7100... Generator Loss: 1.4258 Epoch 1/8... Discriminator Loss: 0.7465... Generator Loss: 1.7429 Epoch 1/8... Discriminator Loss: 0.7717... Generator Loss: 1.7970
Epoch 1/8... Discriminator Loss: 0.6307... Generator Loss: 3.1957 Epoch 1/8... Discriminator Loss: 1.0332... Generator Loss: 1.0501 Epoch 1/8... Discriminator Loss: 1.1409... Generator Loss: 0.7104 Epoch 1/8... Discriminator Loss: 1.1362... Generator Loss: 0.7405 Epoch 1/8... Discriminator Loss: 0.6269... Generator Loss: 1.7585 Epoch 1/8... Discriminator Loss: 1.3296... Generator Loss: 0.7182 Epoch 1/8... Discriminator Loss: 1.0934... Generator Loss: 1.1292 Epoch 1/8... Discriminator Loss: 0.9032... Generator Loss: 1.2267 Epoch 1/8... Discriminator Loss: 0.7037... Generator Loss: 2.4639 Epoch 1/8... Discriminator Loss: 0.5086... Generator Loss: 2.2147
Epoch 1/8... Discriminator Loss: 0.7448... Generator Loss: 1.2176 Epoch 1/8... Discriminator Loss: 0.8837... Generator Loss: 1.1413 Epoch 1/8... Discriminator Loss: 1.1383... Generator Loss: 0.9395 Epoch 1/8... Discriminator Loss: 0.9521... Generator Loss: 1.4471 Epoch 1/8... Discriminator Loss: 1.0034... Generator Loss: 1.5348 Epoch 1/8... Discriminator Loss: 0.5959... Generator Loss: 1.6544 Epoch 1/8... Discriminator Loss: 0.8051... Generator Loss: 1.7362 Epoch 1/8... Discriminator Loss: 0.6276... Generator Loss: 1.6278 Epoch 1/8... Discriminator Loss: 0.8368... Generator Loss: 1.1802 Epoch 1/8... Discriminator Loss: 0.8076... Generator Loss: 1.3659
Epoch 1/8... Discriminator Loss: 1.3086... Generator Loss: 0.7747 Epoch 1/8... Discriminator Loss: 0.7536... Generator Loss: 1.9052 Epoch 1/8... Discriminator Loss: 0.7930... Generator Loss: 1.5157 Epoch 1/8... Discriminator Loss: 0.6503... Generator Loss: 2.0950 Epoch 1/8... Discriminator Loss: 1.0526... Generator Loss: 0.8572 Epoch 1/8... Discriminator Loss: 0.9200... Generator Loss: 0.8520 Epoch 1/8... Discriminator Loss: 1.2542... Generator Loss: 0.6132 Epoch 1/8... Discriminator Loss: 0.3867... Generator Loss: 2.9402 Epoch 1/8... Discriminator Loss: 1.0498... Generator Loss: 1.0089 Epoch 1/8... Discriminator Loss: 1.0157... Generator Loss: 1.1716
Epoch 1/8... Discriminator Loss: 0.9687... Generator Loss: 1.0002 Epoch 1/8... Discriminator Loss: 1.1995... Generator Loss: 0.8539 Epoch 1/8... Discriminator Loss: 1.0303... Generator Loss: 0.7452 Epoch 1/8... Discriminator Loss: 1.0054... Generator Loss: 1.2825 Epoch 1/8... Discriminator Loss: 1.1240... Generator Loss: 0.7075 Epoch 1/8... Discriminator Loss: 0.9128... Generator Loss: 1.0639 Epoch 1/8... Discriminator Loss: 0.4993... Generator Loss: 2.6820 Epoch 1/8... Discriminator Loss: 0.7840... Generator Loss: 1.8523 Epoch 1/8... Discriminator Loss: 1.2195... Generator Loss: 0.8184 Epoch 1/8... Discriminator Loss: 1.3754... Generator Loss: 0.5329
Epoch 1/8... Discriminator Loss: 1.0100... Generator Loss: 1.1201 Epoch 1/8... Discriminator Loss: 0.4374... Generator Loss: 3.3262 Epoch 1/8... Discriminator Loss: 0.9649... Generator Loss: 1.2339 Epoch 1/8... Discriminator Loss: 0.4667... Generator Loss: 3.4331 Epoch 1/8... Discriminator Loss: 0.9403... Generator Loss: 1.1119 Epoch 1/8... Discriminator Loss: 0.9319... Generator Loss: 1.0839 Epoch 1/8... Discriminator Loss: 0.9387... Generator Loss: 1.0009 Epoch 1/8... Discriminator Loss: 1.1973... Generator Loss: 0.9546 Epoch 1/8... Discriminator Loss: 1.2285... Generator Loss: 0.8592 Epoch 1/8... Discriminator Loss: 1.0953... Generator Loss: 1.3639
Epoch 1/8... Discriminator Loss: 0.8309... Generator Loss: 1.6041 Epoch 1/8... Discriminator Loss: 0.7444... Generator Loss: 2.0098 Epoch 1/8... Discriminator Loss: 0.9540... Generator Loss: 1.1449 Epoch 1/8... Discriminator Loss: 0.5380... Generator Loss: 1.9688 Epoch 1/8... Discriminator Loss: 0.4459... Generator Loss: 2.8978 Epoch 1/8... Discriminator Loss: 0.7235... Generator Loss: 1.5350 Epoch 1/8... Discriminator Loss: 0.8218... Generator Loss: 1.4029 Epoch 1/8... Discriminator Loss: 0.6040... Generator Loss: 2.1946 Epoch 1/8... Discriminator Loss: 1.0168... Generator Loss: 0.8715 Epoch 1/8... Discriminator Loss: 0.7064... Generator Loss: 2.2794
Epoch 1/8... Discriminator Loss: 1.2615... Generator Loss: 0.6979 Epoch 1/8... Discriminator Loss: 1.0144... Generator Loss: 0.9978 Epoch 1/8... Discriminator Loss: 0.8866... Generator Loss: 1.0807 Epoch 1/8... Discriminator Loss: 0.9088... Generator Loss: 1.1935 Epoch 1/8... Discriminator Loss: 0.9269... Generator Loss: 1.2258 Epoch 1/8... Discriminator Loss: 1.0214... Generator Loss: 0.9756 Epoch 1/8... Discriminator Loss: 0.8020... Generator Loss: 1.4710 Epoch 1/8... Discriminator Loss: 0.7150... Generator Loss: 1.1998 Epoch 1/8... Discriminator Loss: 1.0763... Generator Loss: 0.9059 Epoch 1/8... Discriminator Loss: 0.9463... Generator Loss: 1.1934
Epoch 1/8... Discriminator Loss: 0.7530... Generator Loss: 1.3946 Epoch 1/8... Discriminator Loss: 1.1551... Generator Loss: 0.8488 Epoch 1/8... Discriminator Loss: 1.1027... Generator Loss: 0.9150 Epoch 1/8... Discriminator Loss: 1.3426... Generator Loss: 0.7004 Epoch 1/8... Discriminator Loss: 0.8635... Generator Loss: 1.2832 Epoch 1/8... Discriminator Loss: 1.1385... Generator Loss: 1.1374 Epoch 1/8... Discriminator Loss: 1.1100... Generator Loss: 1.1561 Epoch 1/8... Discriminator Loss: 1.3021... Generator Loss: 0.5466 Epoch 1/8... Discriminator Loss: 0.6953... Generator Loss: 1.7476 Epoch 1/8... Discriminator Loss: 0.9785... Generator Loss: 0.9061
Epoch 1/8... Discriminator Loss: 0.7385... Generator Loss: 1.5074 Epoch 1/8... Discriminator Loss: 0.5309... Generator Loss: 2.3486 Epoch 1/8... Discriminator Loss: 1.0553... Generator Loss: 1.5722 Epoch 1/8... Discriminator Loss: 0.8195... Generator Loss: 1.5672 Epoch 1/8... Discriminator Loss: 1.0709... Generator Loss: 0.8540 Epoch 1/8... Discriminator Loss: 1.3703... Generator Loss: 0.5200 Epoch 1/8... Discriminator Loss: 0.9037... Generator Loss: 1.0346 Epoch 1/8... Discriminator Loss: 1.3063... Generator Loss: 0.7745 Epoch 1/8... Discriminator Loss: 0.7308... Generator Loss: 1.5186 Epoch 1/8... Discriminator Loss: 1.1241... Generator Loss: 1.3866
Epoch 1/8... Discriminator Loss: 1.0669... Generator Loss: 0.9157 Epoch 1/8... Discriminator Loss: 1.3072... Generator Loss: 0.5468 Epoch 1/8... Discriminator Loss: 1.0557... Generator Loss: 0.9175 Epoch 1/8... Discriminator Loss: 0.8841... Generator Loss: 1.1674 Epoch 1/8... Discriminator Loss: 0.8877... Generator Loss: 1.9808 Epoch 1/8... Discriminator Loss: 1.0239... Generator Loss: 0.8105 Epoch 1/8... Discriminator Loss: 1.0001... Generator Loss: 0.8998 Epoch 1/8... Discriminator Loss: 0.9171... Generator Loss: 1.2353 Epoch 1/8... Discriminator Loss: 0.9179... Generator Loss: 1.3734 Epoch 1/8... Discriminator Loss: 1.2320... Generator Loss: 0.9858
Epoch 1/8... Discriminator Loss: 1.0625... Generator Loss: 1.0962 Epoch 1/8... Discriminator Loss: 0.8268... Generator Loss: 1.4276 Epoch 1/8... Discriminator Loss: 0.9291... Generator Loss: 1.0273 Epoch 1/8... Discriminator Loss: 0.9607... Generator Loss: 1.3259 Epoch 1/8... Discriminator Loss: 1.1731... Generator Loss: 0.6994 Epoch 1/8... Discriminator Loss: 0.7308... Generator Loss: 1.5797 Epoch 1/8... Discriminator Loss: 0.7047... Generator Loss: 1.5045 Epoch 1/8... Discriminator Loss: 1.0846... Generator Loss: 0.7654 Epoch 1/8... Discriminator Loss: 1.0560... Generator Loss: 0.7417 Epoch 1/8... Discriminator Loss: 1.1137... Generator Loss: 0.6593
Epoch 1/8... Discriminator Loss: 0.8388... Generator Loss: 1.8356 Epoch 1/8... Discriminator Loss: 1.1493... Generator Loss: 0.8311 Epoch 1/8... Discriminator Loss: 0.5677... Generator Loss: 4.0126 Epoch 1/8... Discriminator Loss: 1.1048... Generator Loss: 0.8730 Epoch 1/8... Discriminator Loss: 1.1674... Generator Loss: 0.7634 Epoch 1/8... Discriminator Loss: 1.0165... Generator Loss: 0.8170 Epoch 1/8... Discriminator Loss: 0.9096... Generator Loss: 1.0754 Epoch 1/8... Discriminator Loss: 0.9832... Generator Loss: 1.0645 Epoch 1/8... Discriminator Loss: 1.2524... Generator Loss: 0.7319 Epoch 1/8... Discriminator Loss: 1.3011... Generator Loss: 0.6116
Epoch 1/8... Discriminator Loss: 0.6949... Generator Loss: 1.5446 Epoch 1/8... Discriminator Loss: 1.0355... Generator Loss: 1.0507 Epoch 1/8... Discriminator Loss: 1.2424... Generator Loss: 0.6769 Epoch 1/8... Discriminator Loss: 1.3248... Generator Loss: 0.7085 Epoch 1/8... Discriminator Loss: 1.2567... Generator Loss: 0.8545 Epoch 1/8... Discriminator Loss: 1.1581... Generator Loss: 0.7935 Epoch 1/8... Discriminator Loss: 1.2334... Generator Loss: 0.8698 Epoch 1/8... Discriminator Loss: 1.3352... Generator Loss: 0.7479 Epoch 1/8... Discriminator Loss: 1.2725... Generator Loss: 0.5871 Epoch 1/8... Discriminator Loss: 1.2494... Generator Loss: 0.7204
Epoch 1/8... Discriminator Loss: 1.1375... Generator Loss: 0.8717 Epoch 1/8... Discriminator Loss: 1.1486... Generator Loss: 0.8826 Epoch 1/8... Discriminator Loss: 1.2317... Generator Loss: 0.8396 Epoch 1/8... Discriminator Loss: 1.5269... Generator Loss: 0.5417 Epoch 1/8... Discriminator Loss: 1.3182... Generator Loss: 0.7065 Epoch 1/8... Discriminator Loss: 1.0489... Generator Loss: 1.0152 Epoch 1/8... Discriminator Loss: 0.9480... Generator Loss: 1.3511 Epoch 1/8... Discriminator Loss: 1.0555... Generator Loss: 0.9517 Epoch 1/8... Discriminator Loss: 1.2681... Generator Loss: 0.5658 Epoch 1/8... Discriminator Loss: 0.8326... Generator Loss: 1.8021
Epoch 1/8... Discriminator Loss: 1.0756... Generator Loss: 0.8316 Epoch 1/8... Discriminator Loss: 1.0131... Generator Loss: 0.9526 Epoch 1/8... Discriminator Loss: 1.1990... Generator Loss: 0.6859 Epoch 1/8... Discriminator Loss: 0.9613... Generator Loss: 1.4056 Epoch 1/8... Discriminator Loss: 0.9225... Generator Loss: 0.9592 Epoch 1/8... Discriminator Loss: 0.9417... Generator Loss: 1.0394 Epoch 1/8... Discriminator Loss: 1.0362... Generator Loss: 1.0549 Epoch 1/8... Discriminator Loss: 1.2810... Generator Loss: 0.6854 Epoch 1/8... Discriminator Loss: 0.8282... Generator Loss: 1.4234 Epoch 1/8... Discriminator Loss: 1.2115... Generator Loss: 0.8898
Epoch 1/8... Discriminator Loss: 1.2911... Generator Loss: 0.9685 Epoch 1/8... Discriminator Loss: 0.5860... Generator Loss: 2.1888 Epoch 1/8... Discriminator Loss: 1.0855... Generator Loss: 1.1864 Epoch 1/8... Discriminator Loss: 1.1941... Generator Loss: 0.7937 Epoch 1/8... Discriminator Loss: 0.8192... Generator Loss: 1.6329 Epoch 1/8... Discriminator Loss: 0.7926... Generator Loss: 1.4324 Epoch 1/8... Discriminator Loss: 1.1290... Generator Loss: 0.8288 Epoch 1/8... Discriminator Loss: 0.9286... Generator Loss: 1.1174 Epoch 1/8... Discriminator Loss: 1.2208... Generator Loss: 0.8306 Epoch 1/8... Discriminator Loss: 1.2314... Generator Loss: 0.7383
Epoch 1/8... Discriminator Loss: 1.1278... Generator Loss: 1.0094 Epoch 1/8... Discriminator Loss: 0.9451... Generator Loss: 1.1125 Epoch 1/8... Discriminator Loss: 0.6476... Generator Loss: 1.7716 Epoch 2/8... Discriminator Loss: 0.5412... Generator Loss: 2.1003 Epoch 2/8... Discriminator Loss: 1.2006... Generator Loss: 0.8020 Epoch 2/8... Discriminator Loss: 1.0957... Generator Loss: 0.8360 Epoch 2/8... Discriminator Loss: 0.5464... Generator Loss: 2.5117 Epoch 2/8... Discriminator Loss: 1.1672... Generator Loss: 0.7989 Epoch 2/8... Discriminator Loss: 0.7649... Generator Loss: 1.4428 Epoch 2/8... Discriminator Loss: 0.7175... Generator Loss: 1.5756
Epoch 2/8... Discriminator Loss: 0.7913... Generator Loss: 1.1108 Epoch 2/8... Discriminator Loss: 1.0365... Generator Loss: 1.0865 Epoch 2/8... Discriminator Loss: 1.0349... Generator Loss: 0.8604 Epoch 2/8... Discriminator Loss: 1.2767... Generator Loss: 0.6312 Epoch 2/8... Discriminator Loss: 0.9027... Generator Loss: 1.1074 Epoch 2/8... Discriminator Loss: 1.0457... Generator Loss: 0.7826 Epoch 2/8... Discriminator Loss: 1.0463... Generator Loss: 0.8087 Epoch 2/8... Discriminator Loss: 0.9693... Generator Loss: 0.9848 Epoch 2/8... Discriminator Loss: 0.9319... Generator Loss: 0.9798 Epoch 2/8... Discriminator Loss: 0.8240... Generator Loss: 1.6729
Epoch 2/8... Discriminator Loss: 1.0540... Generator Loss: 0.8087 Epoch 2/8... Discriminator Loss: 0.8768... Generator Loss: 1.1884 Epoch 2/8... Discriminator Loss: 0.8055... Generator Loss: 2.1860 Epoch 2/8... Discriminator Loss: 1.0356... Generator Loss: 1.1294 Epoch 2/8... Discriminator Loss: 1.2364... Generator Loss: 0.6410 Epoch 2/8... Discriminator Loss: 0.9897... Generator Loss: 0.9098 Epoch 2/8... Discriminator Loss: 1.1165... Generator Loss: 0.9318 Epoch 2/8... Discriminator Loss: 1.3213... Generator Loss: 0.6534 Epoch 2/8... Discriminator Loss: 0.8726... Generator Loss: 1.6599 Epoch 2/8... Discriminator Loss: 0.9623... Generator Loss: 0.9742
Epoch 2/8... Discriminator Loss: 1.1944... Generator Loss: 0.7162 Epoch 2/8... Discriminator Loss: 0.8075... Generator Loss: 1.3812 Epoch 2/8... Discriminator Loss: 1.1573... Generator Loss: 0.8971 Epoch 2/8... Discriminator Loss: 0.9786... Generator Loss: 1.4525 Epoch 2/8... Discriminator Loss: 0.9962... Generator Loss: 1.8220 Epoch 2/8... Discriminator Loss: 1.0005... Generator Loss: 0.9640 Epoch 2/8... Discriminator Loss: 0.7379... Generator Loss: 1.5014 Epoch 2/8... Discriminator Loss: 0.7923... Generator Loss: 1.5665 Epoch 2/8... Discriminator Loss: 0.6221... Generator Loss: 1.8124 Epoch 2/8... Discriminator Loss: 1.3058... Generator Loss: 0.9013
Epoch 2/8... Discriminator Loss: 1.0350... Generator Loss: 0.8900 Epoch 2/8... Discriminator Loss: 1.0543... Generator Loss: 0.7128 Epoch 2/8... Discriminator Loss: 1.3272... Generator Loss: 0.7521 Epoch 2/8... Discriminator Loss: 1.1451... Generator Loss: 0.8694 Epoch 2/8... Discriminator Loss: 1.0244... Generator Loss: 0.9241 Epoch 2/8... Discriminator Loss: 0.3504... Generator Loss: 2.5602 Epoch 2/8... Discriminator Loss: 1.0489... Generator Loss: 0.8973 Epoch 2/8... Discriminator Loss: 1.3172... Generator Loss: 0.7922 Epoch 2/8... Discriminator Loss: 1.0180... Generator Loss: 0.7587 Epoch 2/8... Discriminator Loss: 0.9061... Generator Loss: 1.7415
Epoch 2/8... Discriminator Loss: 1.1756... Generator Loss: 1.0503 Epoch 2/8... Discriminator Loss: 0.9217... Generator Loss: 1.0415 Epoch 2/8... Discriminator Loss: 1.3612... Generator Loss: 0.6338 Epoch 2/8... Discriminator Loss: 1.1855... Generator Loss: 0.7326 Epoch 2/8... Discriminator Loss: 1.0402... Generator Loss: 0.9654 Epoch 2/8... Discriminator Loss: 1.0955... Generator Loss: 0.8054 Epoch 2/8... Discriminator Loss: 0.9320... Generator Loss: 1.0726 Epoch 2/8... Discriminator Loss: 0.8212... Generator Loss: 2.2535 Epoch 2/8... Discriminator Loss: 1.0749... Generator Loss: 1.1139 Epoch 2/8... Discriminator Loss: 1.3281... Generator Loss: 0.5268
Epoch 2/8... Discriminator Loss: 0.9347... Generator Loss: 0.9039 Epoch 2/8... Discriminator Loss: 1.2855... Generator Loss: 0.6527 Epoch 2/8... Discriminator Loss: 0.9847... Generator Loss: 1.1325 Epoch 2/8... Discriminator Loss: 0.9824... Generator Loss: 1.0227 Epoch 2/8... Discriminator Loss: 1.2418... Generator Loss: 0.6792 Epoch 2/8... Discriminator Loss: 1.0442... Generator Loss: 0.9423 Epoch 2/8... Discriminator Loss: 0.9331... Generator Loss: 1.2192 Epoch 2/8... Discriminator Loss: 1.0679... Generator Loss: 0.9721 Epoch 2/8... Discriminator Loss: 1.0982... Generator Loss: 1.1573 Epoch 2/8... Discriminator Loss: 0.9374... Generator Loss: 1.2989
Epoch 2/8... Discriminator Loss: 0.9640... Generator Loss: 0.9041 Epoch 2/8... Discriminator Loss: 1.3039... Generator Loss: 0.6900 Epoch 2/8... Discriminator Loss: 0.9840... Generator Loss: 0.9286 Epoch 2/8... Discriminator Loss: 1.0496... Generator Loss: 1.0350 Epoch 2/8... Discriminator Loss: 1.0789... Generator Loss: 0.8648 Epoch 2/8... Discriminator Loss: 0.5517... Generator Loss: 2.4867 Epoch 2/8... Discriminator Loss: 1.4088... Generator Loss: 0.7065 Epoch 2/8... Discriminator Loss: 0.9987... Generator Loss: 0.9009 Epoch 2/8... Discriminator Loss: 1.2914... Generator Loss: 0.7197 Epoch 2/8... Discriminator Loss: 1.1439... Generator Loss: 0.7922
Epoch 2/8... Discriminator Loss: 1.0389... Generator Loss: 0.9790 Epoch 2/8... Discriminator Loss: 0.9132... Generator Loss: 1.0394 Epoch 2/8... Discriminator Loss: 1.2202... Generator Loss: 0.8871 Epoch 2/8... Discriminator Loss: 1.7653... Generator Loss: 0.7776 Epoch 2/8... Discriminator Loss: 1.2346... Generator Loss: 0.7275 Epoch 2/8... Discriminator Loss: 0.6674... Generator Loss: 1.3568 Epoch 2/8... Discriminator Loss: 1.2560... Generator Loss: 0.7921 Epoch 2/8... Discriminator Loss: 0.9928... Generator Loss: 1.0686 Epoch 2/8... Discriminator Loss: 1.1126... Generator Loss: 0.9822 Epoch 2/8... Discriminator Loss: 0.8654... Generator Loss: 1.3053
Epoch 2/8... Discriminator Loss: 1.1529... Generator Loss: 0.9297 Epoch 2/8... Discriminator Loss: 1.0032... Generator Loss: 1.0196 Epoch 2/8... Discriminator Loss: 0.8672... Generator Loss: 1.5025 Epoch 2/8... Discriminator Loss: 0.6532... Generator Loss: 1.8541 Epoch 2/8... Discriminator Loss: 1.2941... Generator Loss: 0.6075 Epoch 2/8... Discriminator Loss: 1.4680... Generator Loss: 0.5599 Epoch 2/8... Discriminator Loss: 0.9593... Generator Loss: 1.1624 Epoch 2/8... Discriminator Loss: 1.2660... Generator Loss: 0.7065 Epoch 2/8... Discriminator Loss: 0.9197... Generator Loss: 1.4207 Epoch 2/8... Discriminator Loss: 0.7063... Generator Loss: 1.9734
Epoch 2/8... Discriminator Loss: 0.9162... Generator Loss: 1.3883 Epoch 2/8... Discriminator Loss: 0.9042... Generator Loss: 1.1103 Epoch 2/8... Discriminator Loss: 1.1310... Generator Loss: 1.1585 Epoch 2/8... Discriminator Loss: 1.0154... Generator Loss: 1.0342 Epoch 2/8... Discriminator Loss: 0.6443... Generator Loss: 2.4723 Epoch 2/8... Discriminator Loss: 1.1178... Generator Loss: 1.1959 Epoch 2/8... Discriminator Loss: 1.1338... Generator Loss: 0.8046 Epoch 2/8... Discriminator Loss: 0.9935... Generator Loss: 0.9621 Epoch 2/8... Discriminator Loss: 1.0432... Generator Loss: 1.0617 Epoch 2/8... Discriminator Loss: 1.2022... Generator Loss: 0.8924
Epoch 2/8... Discriminator Loss: 1.1676... Generator Loss: 0.6739 Epoch 2/8... Discriminator Loss: 1.0667... Generator Loss: 1.0695 Epoch 2/8... Discriminator Loss: 1.0520... Generator Loss: 1.0277 Epoch 2/8... Discriminator Loss: 0.8989... Generator Loss: 1.0744 Epoch 2/8... Discriminator Loss: 1.0238... Generator Loss: 0.9707 Epoch 2/8... Discriminator Loss: 1.2888... Generator Loss: 0.8241 Epoch 2/8... Discriminator Loss: 1.4504... Generator Loss: 0.5275 Epoch 2/8... Discriminator Loss: 1.3012... Generator Loss: 0.7284 Epoch 2/8... Discriminator Loss: 0.9660... Generator Loss: 1.2826 Epoch 2/8... Discriminator Loss: 1.2587... Generator Loss: 0.7113
Epoch 2/8... Discriminator Loss: 1.1743... Generator Loss: 0.6935 Epoch 2/8... Discriminator Loss: 1.3589... Generator Loss: 0.5712 Epoch 2/8... Discriminator Loss: 1.0391... Generator Loss: 1.0152 Epoch 2/8... Discriminator Loss: 0.6862... Generator Loss: 2.1075 Epoch 2/8... Discriminator Loss: 1.2981... Generator Loss: 0.6077 Epoch 2/8... Discriminator Loss: 1.0846... Generator Loss: 0.9660 Epoch 2/8... Discriminator Loss: 1.3709... Generator Loss: 0.6914 Epoch 2/8... Discriminator Loss: 1.2490... Generator Loss: 0.7633 Epoch 2/8... Discriminator Loss: 0.8979... Generator Loss: 1.3544 Epoch 2/8... Discriminator Loss: 1.2960... Generator Loss: 0.6365
Epoch 2/8... Discriminator Loss: 1.2415... Generator Loss: 0.8006 Epoch 2/8... Discriminator Loss: 1.0941... Generator Loss: 0.8400 Epoch 2/8... Discriminator Loss: 1.2677... Generator Loss: 0.7027 Epoch 2/8... Discriminator Loss: 1.1131... Generator Loss: 0.9298 Epoch 2/8... Discriminator Loss: 1.0053... Generator Loss: 1.1252 Epoch 2/8... Discriminator Loss: 1.0118... Generator Loss: 1.0792 Epoch 2/8... Discriminator Loss: 0.8970... Generator Loss: 1.4307 Epoch 2/8... Discriminator Loss: 1.3140... Generator Loss: 0.6927 Epoch 2/8... Discriminator Loss: 1.3272... Generator Loss: 0.7452 Epoch 2/8... Discriminator Loss: 0.9888... Generator Loss: 1.0092
Epoch 2/8... Discriminator Loss: 1.2828... Generator Loss: 0.6931 Epoch 2/8... Discriminator Loss: 1.3074... Generator Loss: 0.6211 Epoch 2/8... Discriminator Loss: 1.3567... Generator Loss: 0.6594 Epoch 2/8... Discriminator Loss: 0.9605... Generator Loss: 1.7039 Epoch 2/8... Discriminator Loss: 0.8004... Generator Loss: 1.3677 Epoch 2/8... Discriminator Loss: 1.1468... Generator Loss: 0.9272 Epoch 2/8... Discriminator Loss: 1.1048... Generator Loss: 0.8283 Epoch 2/8... Discriminator Loss: 1.1055... Generator Loss: 0.7753 Epoch 2/8... Discriminator Loss: 1.3208... Generator Loss: 0.8715 Epoch 2/8... Discriminator Loss: 1.0070... Generator Loss: 0.9164
Epoch 2/8... Discriminator Loss: 1.0335... Generator Loss: 0.9054 Epoch 2/8... Discriminator Loss: 0.9766... Generator Loss: 0.8949 Epoch 2/8... Discriminator Loss: 0.8959... Generator Loss: 1.2344 Epoch 2/8... Discriminator Loss: 1.1483... Generator Loss: 0.7364 Epoch 2/8... Discriminator Loss: 1.4474... Generator Loss: 0.6069 Epoch 2/8... Discriminator Loss: 1.0448... Generator Loss: 0.8821 Epoch 2/8... Discriminator Loss: 1.1442... Generator Loss: 0.8351 Epoch 2/8... Discriminator Loss: 1.0930... Generator Loss: 0.9233 Epoch 2/8... Discriminator Loss: 1.2720... Generator Loss: 0.6971 Epoch 2/8... Discriminator Loss: 1.3496... Generator Loss: 0.7208
Epoch 2/8... Discriminator Loss: 1.0343... Generator Loss: 1.2221 Epoch 2/8... Discriminator Loss: 1.1141... Generator Loss: 0.8356 Epoch 2/8... Discriminator Loss: 1.1033... Generator Loss: 1.2094 Epoch 2/8... Discriminator Loss: 0.9295... Generator Loss: 0.9933 Epoch 2/8... Discriminator Loss: 1.2161... Generator Loss: 0.7343 Epoch 2/8... Discriminator Loss: 1.0936... Generator Loss: 0.7541 Epoch 2/8... Discriminator Loss: 1.1669... Generator Loss: 0.8263 Epoch 2/8... Discriminator Loss: 1.2965... Generator Loss: 0.6910 Epoch 2/8... Discriminator Loss: 1.2193... Generator Loss: 0.6380 Epoch 2/8... Discriminator Loss: 1.1353... Generator Loss: 0.7973
Epoch 2/8... Discriminator Loss: 0.9168... Generator Loss: 0.9689 Epoch 2/8... Discriminator Loss: 1.2226... Generator Loss: 0.7559 Epoch 2/8... Discriminator Loss: 1.0962... Generator Loss: 0.8252 Epoch 2/8... Discriminator Loss: 1.1057... Generator Loss: 0.9033 Epoch 2/8... Discriminator Loss: 0.9177... Generator Loss: 1.2171 Epoch 2/8... Discriminator Loss: 1.2150... Generator Loss: 0.8399 Epoch 2/8... Discriminator Loss: 1.2132... Generator Loss: 0.6888 Epoch 2/8... Discriminator Loss: 1.3017... Generator Loss: 0.6159 Epoch 2/8... Discriminator Loss: 1.5109... Generator Loss: 0.7114 Epoch 2/8... Discriminator Loss: 1.2101... Generator Loss: 0.6854
Epoch 2/8... Discriminator Loss: 0.9414... Generator Loss: 1.5370 Epoch 2/8... Discriminator Loss: 1.0521... Generator Loss: 0.8642 Epoch 2/8... Discriminator Loss: 1.3594... Generator Loss: 0.5857 Epoch 2/8... Discriminator Loss: 1.2868... Generator Loss: 0.6135 Epoch 2/8... Discriminator Loss: 1.2393... Generator Loss: 0.7211 Epoch 2/8... Discriminator Loss: 0.7947... Generator Loss: 2.1267 Epoch 2/8... Discriminator Loss: 1.4178... Generator Loss: 0.7972 Epoch 2/8... Discriminator Loss: 1.2571... Generator Loss: 0.8645 Epoch 2/8... Discriminator Loss: 1.0669... Generator Loss: 0.8894 Epoch 2/8... Discriminator Loss: 0.9293... Generator Loss: 1.1011
Epoch 2/8... Discriminator Loss: 1.0768... Generator Loss: 0.8068 Epoch 2/8... Discriminator Loss: 1.1265... Generator Loss: 0.8863 Epoch 2/8... Discriminator Loss: 1.3354... Generator Loss: 0.7312 Epoch 2/8... Discriminator Loss: 1.0773... Generator Loss: 0.6955 Epoch 2/8... Discriminator Loss: 1.3545... Generator Loss: 0.5194 Epoch 2/8... Discriminator Loss: 1.1672... Generator Loss: 0.8350 Epoch 2/8... Discriminator Loss: 1.2825... Generator Loss: 0.7065 Epoch 2/8... Discriminator Loss: 1.2354... Generator Loss: 1.0923 Epoch 2/8... Discriminator Loss: 1.1087... Generator Loss: 0.8194 Epoch 2/8... Discriminator Loss: 1.2021... Generator Loss: 0.6527
Epoch 2/8... Discriminator Loss: 1.2283... Generator Loss: 0.7343 Epoch 2/8... Discriminator Loss: 1.2976... Generator Loss: 0.6292 Epoch 2/8... Discriminator Loss: 1.0355... Generator Loss: 0.9311 Epoch 2/8... Discriminator Loss: 0.9544... Generator Loss: 1.1355 Epoch 2/8... Discriminator Loss: 1.1443... Generator Loss: 1.1157 Epoch 2/8... Discriminator Loss: 0.9167... Generator Loss: 1.3396 Epoch 2/8... Discriminator Loss: 0.9544... Generator Loss: 1.2538 Epoch 2/8... Discriminator Loss: 0.9834... Generator Loss: 1.1614 Epoch 2/8... Discriminator Loss: 1.2993... Generator Loss: 0.7182 Epoch 2/8... Discriminator Loss: 1.1821... Generator Loss: 0.7549
Epoch 2/8... Discriminator Loss: 0.9522... Generator Loss: 0.9877 Epoch 2/8... Discriminator Loss: 1.3346... Generator Loss: 0.5832 Epoch 2/8... Discriminator Loss: 1.0311... Generator Loss: 1.6719 Epoch 2/8... Discriminator Loss: 0.9609... Generator Loss: 1.4623 Epoch 2/8... Discriminator Loss: 1.1084... Generator Loss: 0.9377 Epoch 2/8... Discriminator Loss: 1.3582... Generator Loss: 0.6471 Epoch 2/8... Discriminator Loss: 1.2006... Generator Loss: 0.7619 Epoch 2/8... Discriminator Loss: 1.1217... Generator Loss: 0.9546 Epoch 2/8... Discriminator Loss: 1.1709... Generator Loss: 0.7998 Epoch 2/8... Discriminator Loss: 1.1391... Generator Loss: 0.8241
Epoch 2/8... Discriminator Loss: 1.0348... Generator Loss: 0.9415 Epoch 2/8... Discriminator Loss: 1.2828... Generator Loss: 0.7523 Epoch 2/8... Discriminator Loss: 1.1763... Generator Loss: 0.6372 Epoch 2/8... Discriminator Loss: 1.1627... Generator Loss: 0.8158 Epoch 2/8... Discriminator Loss: 1.2901... Generator Loss: 0.7272 Epoch 2/8... Discriminator Loss: 1.0587... Generator Loss: 0.8535 Epoch 2/8... Discriminator Loss: 1.1073... Generator Loss: 0.9229 Epoch 2/8... Discriminator Loss: 1.4087... Generator Loss: 0.5549 Epoch 2/8... Discriminator Loss: 1.0524... Generator Loss: 0.9828 Epoch 2/8... Discriminator Loss: 1.0073... Generator Loss: 1.0621
Epoch 2/8... Discriminator Loss: 1.2587... Generator Loss: 0.7653 Epoch 2/8... Discriminator Loss: 1.0605... Generator Loss: 1.1389 Epoch 2/8... Discriminator Loss: 1.1597... Generator Loss: 0.9815 Epoch 2/8... Discriminator Loss: 1.1371... Generator Loss: 0.8866 Epoch 2/8... Discriminator Loss: 0.8073... Generator Loss: 1.7134 Epoch 2/8... Discriminator Loss: 1.0686... Generator Loss: 1.0295 Epoch 2/8... Discriminator Loss: 0.8659... Generator Loss: 1.4995 Epoch 2/8... Discriminator Loss: 1.3309... Generator Loss: 0.6563 Epoch 2/8... Discriminator Loss: 1.1367... Generator Loss: 0.6314 Epoch 2/8... Discriminator Loss: 1.0598... Generator Loss: 0.7368
Epoch 2/8... Discriminator Loss: 1.2793... Generator Loss: 0.6503 Epoch 2/8... Discriminator Loss: 1.1810... Generator Loss: 0.7607 Epoch 2/8... Discriminator Loss: 1.0889... Generator Loss: 0.8104 Epoch 2/8... Discriminator Loss: 1.0038... Generator Loss: 1.1862 Epoch 2/8... Discriminator Loss: 1.2344... Generator Loss: 0.6491 Epoch 2/8... Discriminator Loss: 1.0468... Generator Loss: 1.0832 Epoch 2/8... Discriminator Loss: 0.8999... Generator Loss: 1.3912 Epoch 2/8... Discriminator Loss: 1.3134... Generator Loss: 0.4923 Epoch 2/8... Discriminator Loss: 1.1305... Generator Loss: 0.9462 Epoch 2/8... Discriminator Loss: 1.2330... Generator Loss: 0.7612
Epoch 2/8... Discriminator Loss: 1.3474... Generator Loss: 0.5602 Epoch 2/8... Discriminator Loss: 1.2187... Generator Loss: 0.6015 Epoch 2/8... Discriminator Loss: 1.1956... Generator Loss: 0.8708 Epoch 2/8... Discriminator Loss: 1.0536... Generator Loss: 0.9852 Epoch 2/8... Discriminator Loss: 1.0334... Generator Loss: 1.1142 Epoch 2/8... Discriminator Loss: 1.0862... Generator Loss: 0.9917 Epoch 2/8... Discriminator Loss: 1.0062... Generator Loss: 1.4262 Epoch 2/8... Discriminator Loss: 1.0559... Generator Loss: 1.1497 Epoch 2/8... Discriminator Loss: 1.1652... Generator Loss: 0.8881 Epoch 2/8... Discriminator Loss: 1.3354... Generator Loss: 0.9206
Epoch 2/8... Discriminator Loss: 0.8620... Generator Loss: 1.2862 Epoch 2/8... Discriminator Loss: 1.4851... Generator Loss: 0.5574 Epoch 2/8... Discriminator Loss: 0.9321... Generator Loss: 1.3941 Epoch 2/8... Discriminator Loss: 1.0331... Generator Loss: 1.0692 Epoch 2/8... Discriminator Loss: 1.1867... Generator Loss: 0.8307 Epoch 2/8... Discriminator Loss: 1.2375... Generator Loss: 0.7415 Epoch 2/8... Discriminator Loss: 1.2243... Generator Loss: 0.8033 Epoch 2/8... Discriminator Loss: 1.2728... Generator Loss: 0.6562 Epoch 2/8... Discriminator Loss: 1.0836... Generator Loss: 0.8860 Epoch 2/8... Discriminator Loss: 1.2475... Generator Loss: 0.6211
Epoch 2/8... Discriminator Loss: 0.9569... Generator Loss: 1.2493 Epoch 2/8... Discriminator Loss: 1.5464... Generator Loss: 0.4322 Epoch 2/8... Discriminator Loss: 1.3326... Generator Loss: 0.6385 Epoch 2/8... Discriminator Loss: 1.3809... Generator Loss: 0.8528 Epoch 2/8... Discriminator Loss: 1.1444... Generator Loss: 0.8408 Epoch 2/8... Discriminator Loss: 1.4247... Generator Loss: 0.5936 Epoch 2/8... Discriminator Loss: 1.4232... Generator Loss: 1.1187 Epoch 2/8... Discriminator Loss: 1.0031... Generator Loss: 1.1825 Epoch 2/8... Discriminator Loss: 1.3258... Generator Loss: 0.5289 Epoch 2/8... Discriminator Loss: 1.1086... Generator Loss: 0.8530
Epoch 2/8... Discriminator Loss: 1.0995... Generator Loss: 0.9119 Epoch 2/8... Discriminator Loss: 1.3106... Generator Loss: 0.5269 Epoch 2/8... Discriminator Loss: 1.1590... Generator Loss: 1.2919 Epoch 2/8... Discriminator Loss: 1.3471... Generator Loss: 0.6485 Epoch 2/8... Discriminator Loss: 0.7808... Generator Loss: 1.5414 Epoch 2/8... Discriminator Loss: 1.4318... Generator Loss: 0.6630 Epoch 2/8... Discriminator Loss: 1.0987... Generator Loss: 0.8734 Epoch 2/8... Discriminator Loss: 1.1582... Generator Loss: 0.6602 Epoch 2/8... Discriminator Loss: 1.2916... Generator Loss: 0.7643 Epoch 2/8... Discriminator Loss: 1.4738... Generator Loss: 0.4422
Epoch 2/8... Discriminator Loss: 1.1502... Generator Loss: 0.9147 Epoch 2/8... Discriminator Loss: 1.2805... Generator Loss: 0.8002 Epoch 2/8... Discriminator Loss: 1.1294... Generator Loss: 0.7457 Epoch 2/8... Discriminator Loss: 1.1772... Generator Loss: 0.6728 Epoch 2/8... Discriminator Loss: 1.2337... Generator Loss: 0.6202 Epoch 2/8... Discriminator Loss: 1.2267... Generator Loss: 0.7827 Epoch 2/8... Discriminator Loss: 1.2425... Generator Loss: 0.7043 Epoch 2/8... Discriminator Loss: 1.2571... Generator Loss: 0.7066 Epoch 2/8... Discriminator Loss: 1.2086... Generator Loss: 0.7953 Epoch 2/8... Discriminator Loss: 0.8582... Generator Loss: 1.3215
Epoch 2/8... Discriminator Loss: 1.4160... Generator Loss: 0.6648 Epoch 2/8... Discriminator Loss: 1.1739... Generator Loss: 0.9317 Epoch 2/8... Discriminator Loss: 1.1447... Generator Loss: 0.8481 Epoch 2/8... Discriminator Loss: 1.2471... Generator Loss: 0.6852 Epoch 2/8... Discriminator Loss: 0.7476... Generator Loss: 1.9487 Epoch 2/8... Discriminator Loss: 1.1587... Generator Loss: 0.7580 Epoch 2/8... Discriminator Loss: 1.0039... Generator Loss: 1.0921 Epoch 2/8... Discriminator Loss: 1.2774... Generator Loss: 0.6534 Epoch 2/8... Discriminator Loss: 0.9753... Generator Loss: 1.0206 Epoch 2/8... Discriminator Loss: 1.3144... Generator Loss: 0.6513
Epoch 2/8... Discriminator Loss: 1.1145... Generator Loss: 0.8488 Epoch 2/8... Discriminator Loss: 0.9142... Generator Loss: 1.0970 Epoch 2/8... Discriminator Loss: 1.4382... Generator Loss: 0.5537 Epoch 2/8... Discriminator Loss: 1.1995... Generator Loss: 0.7817 Epoch 2/8... Discriminator Loss: 1.1808... Generator Loss: 0.8114 Epoch 2/8... Discriminator Loss: 1.0701... Generator Loss: 0.8120 Epoch 2/8... Discriminator Loss: 0.9610... Generator Loss: 0.9393 Epoch 2/8... Discriminator Loss: 0.9604... Generator Loss: 1.0499 Epoch 2/8... Discriminator Loss: 0.8612... Generator Loss: 1.2070 Epoch 2/8... Discriminator Loss: 1.5013... Generator Loss: 0.6829
Epoch 2/8... Discriminator Loss: 1.3594... Generator Loss: 0.6289 Epoch 2/8... Discriminator Loss: 1.2475... Generator Loss: 0.6767 Epoch 2/8... Discriminator Loss: 0.8755... Generator Loss: 1.3645 Epoch 2/8... Discriminator Loss: 1.3987... Generator Loss: 0.5414 Epoch 2/8... Discriminator Loss: 1.0970... Generator Loss: 0.9193 Epoch 2/8... Discriminator Loss: 0.7542... Generator Loss: 1.1969 Epoch 2/8... Discriminator Loss: 1.1915... Generator Loss: 0.6098 Epoch 2/8... Discriminator Loss: 1.4351... Generator Loss: 0.4439 Epoch 2/8... Discriminator Loss: 1.3954... Generator Loss: 0.6813 Epoch 2/8... Discriminator Loss: 1.0733... Generator Loss: 0.9637
Epoch 2/8... Discriminator Loss: 1.0075... Generator Loss: 1.0669 Epoch 2/8... Discriminator Loss: 1.3278... Generator Loss: 0.6385 Epoch 2/8... Discriminator Loss: 1.4907... Generator Loss: 0.5791 Epoch 2/8... Discriminator Loss: 1.3829... Generator Loss: 0.6418 Epoch 2/8... Discriminator Loss: 1.3072... Generator Loss: 0.7733 Epoch 2/8... Discriminator Loss: 1.2707... Generator Loss: 1.1452 Epoch 2/8... Discriminator Loss: 1.2686... Generator Loss: 0.8350 Epoch 2/8... Discriminator Loss: 1.3215... Generator Loss: 0.6401 Epoch 2/8... Discriminator Loss: 1.2811... Generator Loss: 0.7720 Epoch 2/8... Discriminator Loss: 0.9721... Generator Loss: 0.9024
Epoch 2/8... Discriminator Loss: 1.0279... Generator Loss: 1.0752 Epoch 2/8... Discriminator Loss: 1.3610... Generator Loss: 0.5327 Epoch 2/8... Discriminator Loss: 1.2176... Generator Loss: 0.7774 Epoch 2/8... Discriminator Loss: 1.3596... Generator Loss: 0.6555 Epoch 2/8... Discriminator Loss: 0.7129... Generator Loss: 2.3587 Epoch 2/8... Discriminator Loss: 1.3592... Generator Loss: 0.6078 Epoch 2/8... Discriminator Loss: 0.9249... Generator Loss: 1.6263 Epoch 2/8... Discriminator Loss: 1.2783... Generator Loss: 0.7941 Epoch 2/8... Discriminator Loss: 1.1715... Generator Loss: 0.6835 Epoch 2/8... Discriminator Loss: 1.2453... Generator Loss: 0.8286
Epoch 2/8... Discriminator Loss: 0.9112... Generator Loss: 1.2079 Epoch 2/8... Discriminator Loss: 0.9670... Generator Loss: 1.3044 Epoch 2/8... Discriminator Loss: 1.2831... Generator Loss: 0.9597 Epoch 2/8... Discriminator Loss: 1.1864... Generator Loss: 0.8415 Epoch 2/8... Discriminator Loss: 1.2526... Generator Loss: 0.7653 Epoch 2/8... Discriminator Loss: 1.1761... Generator Loss: 0.9107 Epoch 2/8... Discriminator Loss: 0.9605... Generator Loss: 1.1447 Epoch 2/8... Discriminator Loss: 1.2893... Generator Loss: 0.5898 Epoch 2/8... Discriminator Loss: 1.2956... Generator Loss: 0.8877 Epoch 2/8... Discriminator Loss: 1.4603... Generator Loss: 0.3327
Epoch 2/8... Discriminator Loss: 1.2610... Generator Loss: 0.6342 Epoch 2/8... Discriminator Loss: 1.4621... Generator Loss: 0.6033 Epoch 2/8... Discriminator Loss: 1.3531... Generator Loss: 0.7093 Epoch 2/8... Discriminator Loss: 1.1332... Generator Loss: 1.0454 Epoch 2/8... Discriminator Loss: 1.2988... Generator Loss: 0.6360 Epoch 2/8... Discriminator Loss: 1.1755... Generator Loss: 0.9377 Epoch 2/8... Discriminator Loss: 0.8545... Generator Loss: 1.3841 Epoch 2/8... Discriminator Loss: 0.7882... Generator Loss: 2.1882 Epoch 2/8... Discriminator Loss: 1.0077... Generator Loss: 1.0412 Epoch 2/8... Discriminator Loss: 0.9154... Generator Loss: 1.4828
Epoch 2/8... Discriminator Loss: 1.0969... Generator Loss: 0.9791 Epoch 2/8... Discriminator Loss: 1.1961... Generator Loss: 0.6349 Epoch 2/8... Discriminator Loss: 1.3047... Generator Loss: 0.6409 Epoch 2/8... Discriminator Loss: 1.3870... Generator Loss: 0.5395 Epoch 2/8... Discriminator Loss: 1.3309... Generator Loss: 0.6816 Epoch 2/8... Discriminator Loss: 1.2333... Generator Loss: 0.7178 Epoch 2/8... Discriminator Loss: 1.2850... Generator Loss: 0.6382 Epoch 2/8... Discriminator Loss: 0.7080... Generator Loss: 1.9665 Epoch 2/8... Discriminator Loss: 1.1728... Generator Loss: 0.9251 Epoch 2/8... Discriminator Loss: 1.3157... Generator Loss: 0.8371
Epoch 2/8... Discriminator Loss: 0.8222... Generator Loss: 1.3808 Epoch 2/8... Discriminator Loss: 1.1106... Generator Loss: 1.0558 Epoch 2/8... Discriminator Loss: 1.1043... Generator Loss: 0.8943 Epoch 2/8... Discriminator Loss: 0.9103... Generator Loss: 1.3497 Epoch 2/8... Discriminator Loss: 1.4943... Generator Loss: 0.4615 Epoch 2/8... Discriminator Loss: 1.3564... Generator Loss: 0.5997 Epoch 2/8... Discriminator Loss: 1.3838... Generator Loss: 0.5885 Epoch 2/8... Discriminator Loss: 1.4673... Generator Loss: 0.6340 Epoch 2/8... Discriminator Loss: 1.2853... Generator Loss: 0.7868 Epoch 2/8... Discriminator Loss: 0.8771... Generator Loss: 1.3066
Epoch 2/8... Discriminator Loss: 1.2149... Generator Loss: 0.6805 Epoch 2/8... Discriminator Loss: 1.0812... Generator Loss: 0.9496 Epoch 2/8... Discriminator Loss: 1.6664... Generator Loss: 0.5012 Epoch 2/8... Discriminator Loss: 1.2918... Generator Loss: 0.6790 Epoch 2/8... Discriminator Loss: 1.2469... Generator Loss: 0.6479 Epoch 2/8... Discriminator Loss: 0.8645... Generator Loss: 1.2895 Epoch 2/8... Discriminator Loss: 1.3670... Generator Loss: 0.6459 Epoch 2/8... Discriminator Loss: 1.2306... Generator Loss: 0.8619 Epoch 2/8... Discriminator Loss: 1.0846... Generator Loss: 1.2684 Epoch 2/8... Discriminator Loss: 1.2211... Generator Loss: 0.7968
Epoch 2/8... Discriminator Loss: 1.3968... Generator Loss: 0.7135 Epoch 2/8... Discriminator Loss: 0.9886... Generator Loss: 1.0397 Epoch 2/8... Discriminator Loss: 0.9064... Generator Loss: 1.0715 Epoch 2/8... Discriminator Loss: 1.2367... Generator Loss: 0.7522 Epoch 2/8... Discriminator Loss: 1.3178... Generator Loss: 0.6114 Epoch 2/8... Discriminator Loss: 1.1644... Generator Loss: 0.9297 Epoch 2/8... Discriminator Loss: 0.6894... Generator Loss: 2.1582 Epoch 2/8... Discriminator Loss: 1.2130... Generator Loss: 0.7233 Epoch 2/8... Discriminator Loss: 1.2336... Generator Loss: 0.7000 Epoch 2/8... Discriminator Loss: 0.8761... Generator Loss: 1.3252
Epoch 2/8... Discriminator Loss: 1.2551... Generator Loss: 0.7849 Epoch 2/8... Discriminator Loss: 1.2631... Generator Loss: 0.6674 Epoch 2/8... Discriminator Loss: 0.9011... Generator Loss: 1.1902 Epoch 2/8... Discriminator Loss: 1.2967... Generator Loss: 0.6026 Epoch 2/8... Discriminator Loss: 1.2550... Generator Loss: 0.9472 Epoch 2/8... Discriminator Loss: 1.0068... Generator Loss: 1.2184 Epoch 2/8... Discriminator Loss: 1.2911... Generator Loss: 0.5863 Epoch 2/8... Discriminator Loss: 1.0904... Generator Loss: 1.0969 Epoch 2/8... Discriminator Loss: 1.1029... Generator Loss: 0.9763 Epoch 2/8... Discriminator Loss: 1.0915... Generator Loss: 1.0431
Epoch 2/8... Discriminator Loss: 1.2540... Generator Loss: 0.6842 Epoch 2/8... Discriminator Loss: 1.3102... Generator Loss: 0.6335 Epoch 2/8... Discriminator Loss: 1.1299... Generator Loss: 0.8861 Epoch 2/8... Discriminator Loss: 1.4595... Generator Loss: 0.5554 Epoch 2/8... Discriminator Loss: 0.9783... Generator Loss: 1.4054 Epoch 2/8... Discriminator Loss: 1.1082... Generator Loss: 1.1654 Epoch 2/8... Discriminator Loss: 1.3272... Generator Loss: 0.6987 Epoch 2/8... Discriminator Loss: 1.1980... Generator Loss: 1.2557 Epoch 2/8... Discriminator Loss: 1.1066... Generator Loss: 0.8831 Epoch 2/8... Discriminator Loss: 1.4670... Generator Loss: 0.5214
Epoch 2/8... Discriminator Loss: 1.0748... Generator Loss: 0.9771 Epoch 2/8... Discriminator Loss: 1.2057... Generator Loss: 0.7275 Epoch 2/8... Discriminator Loss: 1.2624... Generator Loss: 0.6818 Epoch 2/8... Discriminator Loss: 0.9779... Generator Loss: 0.8585 Epoch 2/8... Discriminator Loss: 0.9534... Generator Loss: 1.0191 Epoch 2/8... Discriminator Loss: 1.2773... Generator Loss: 0.6637 Epoch 2/8... Discriminator Loss: 0.7637... Generator Loss: 1.5179 Epoch 2/8... Discriminator Loss: 1.1178... Generator Loss: 0.8558 Epoch 2/8... Discriminator Loss: 1.0859... Generator Loss: 0.8940 Epoch 2/8... Discriminator Loss: 1.2747... Generator Loss: 0.8821
Epoch 2/8... Discriminator Loss: 0.9614... Generator Loss: 0.9591 Epoch 2/8... Discriminator Loss: 1.2792... Generator Loss: 0.7822 Epoch 2/8... Discriminator Loss: 1.0421... Generator Loss: 0.9902 Epoch 2/8... Discriminator Loss: 0.7923... Generator Loss: 1.1102 Epoch 2/8... Discriminator Loss: 1.3422... Generator Loss: 0.7542 Epoch 2/8... Discriminator Loss: 1.1270... Generator Loss: 0.7731 Epoch 2/8... Discriminator Loss: 1.4364... Generator Loss: 0.6131 Epoch 2/8... Discriminator Loss: 1.3199... Generator Loss: 0.5821 Epoch 2/8... Discriminator Loss: 1.0134... Generator Loss: 1.0824 Epoch 2/8... Discriminator Loss: 0.8501... Generator Loss: 1.3651
Epoch 2/8... Discriminator Loss: 1.2401... Generator Loss: 0.8473 Epoch 2/8... Discriminator Loss: 1.1901... Generator Loss: 0.8538 Epoch 2/8... Discriminator Loss: 0.9882... Generator Loss: 0.9193 Epoch 2/8... Discriminator Loss: 1.1656... Generator Loss: 1.4651 Epoch 2/8... Discriminator Loss: 1.2030... Generator Loss: 0.8283 Epoch 2/8... Discriminator Loss: 1.1320... Generator Loss: 1.1439 Epoch 2/8... Discriminator Loss: 1.2647... Generator Loss: 0.7723 Epoch 2/8... Discriminator Loss: 1.2142... Generator Loss: 0.5401 Epoch 2/8... Discriminator Loss: 0.7687... Generator Loss: 1.7398 Epoch 2/8... Discriminator Loss: 1.4937... Generator Loss: 0.8981
Epoch 2/8... Discriminator Loss: 1.2484... Generator Loss: 1.4476 Epoch 2/8... Discriminator Loss: 1.2989... Generator Loss: 0.9378 Epoch 2/8... Discriminator Loss: 1.0623... Generator Loss: 0.9171 Epoch 2/8... Discriminator Loss: 1.2550... Generator Loss: 0.7725 Epoch 2/8... Discriminator Loss: 1.3379... Generator Loss: 0.7416 Epoch 2/8... Discriminator Loss: 0.9317... Generator Loss: 0.9447 Epoch 2/8... Discriminator Loss: 1.2945... Generator Loss: 0.6601 Epoch 2/8... Discriminator Loss: 1.4020... Generator Loss: 0.5724 Epoch 2/8... Discriminator Loss: 1.2939... Generator Loss: 0.5967 Epoch 2/8... Discriminator Loss: 1.2567... Generator Loss: 0.7489
Epoch 2/8... Discriminator Loss: 1.2694... Generator Loss: 0.6352 Epoch 2/8... Discriminator Loss: 1.1687... Generator Loss: 0.7694 Epoch 2/8... Discriminator Loss: 1.2674... Generator Loss: 0.8388 Epoch 2/8... Discriminator Loss: 0.8980... Generator Loss: 1.1291 Epoch 2/8... Discriminator Loss: 1.2374... Generator Loss: 0.7792 Epoch 2/8... Discriminator Loss: 1.2982... Generator Loss: 0.7014 Epoch 2/8... Discriminator Loss: 1.0979... Generator Loss: 1.0983 Epoch 2/8... Discriminator Loss: 1.1033... Generator Loss: 1.3478 Epoch 2/8... Discriminator Loss: 1.1469... Generator Loss: 0.9707 Epoch 2/8... Discriminator Loss: 1.2313... Generator Loss: 0.7385
Epoch 2/8... Discriminator Loss: 1.3239... Generator Loss: 0.6155 Epoch 2/8... Discriminator Loss: 0.7800... Generator Loss: 2.1451 Epoch 2/8... Discriminator Loss: 1.2813... Generator Loss: 0.8172 Epoch 2/8... Discriminator Loss: 1.1944... Generator Loss: 0.9520 Epoch 2/8... Discriminator Loss: 0.7889... Generator Loss: 1.3327 Epoch 2/8... Discriminator Loss: 1.1322... Generator Loss: 0.7084 Epoch 2/8... Discriminator Loss: 1.1949... Generator Loss: 0.6743 Epoch 2/8... Discriminator Loss: 1.1471... Generator Loss: 0.8570 Epoch 2/8... Discriminator Loss: 1.0401... Generator Loss: 0.9263 Epoch 2/8... Discriminator Loss: 1.2911... Generator Loss: 0.5123
Epoch 2/8... Discriminator Loss: 1.0209... Generator Loss: 1.6307 Epoch 2/8... Discriminator Loss: 1.2870... Generator Loss: 0.8125 Epoch 2/8... Discriminator Loss: 1.1504... Generator Loss: 0.8459 Epoch 2/8... Discriminator Loss: 1.0599... Generator Loss: 0.8878 Epoch 2/8... Discriminator Loss: 1.2286... Generator Loss: 0.7200 Epoch 2/8... Discriminator Loss: 0.9381... Generator Loss: 1.0570 Epoch 2/8... Discriminator Loss: 1.5044... Generator Loss: 0.6535 Epoch 2/8... Discriminator Loss: 1.4134... Generator Loss: 0.6638 Epoch 2/8... Discriminator Loss: 1.1892... Generator Loss: 0.9662 Epoch 2/8... Discriminator Loss: 1.1223... Generator Loss: 1.1441
Epoch 2/8... Discriminator Loss: 1.0065... Generator Loss: 0.8113 Epoch 2/8... Discriminator Loss: 1.1165... Generator Loss: 1.0837 Epoch 2/8... Discriminator Loss: 1.1661... Generator Loss: 0.8379 Epoch 2/8... Discriminator Loss: 1.1723... Generator Loss: 0.7578 Epoch 2/8... Discriminator Loss: 1.0500... Generator Loss: 0.9364 Epoch 2/8... Discriminator Loss: 0.8945... Generator Loss: 1.5245 Epoch 2/8... Discriminator Loss: 1.0669... Generator Loss: 0.9629 Epoch 2/8... Discriminator Loss: 1.0366... Generator Loss: 1.1565 Epoch 2/8... Discriminator Loss: 1.1585... Generator Loss: 0.9033 Epoch 2/8... Discriminator Loss: 1.4366... Generator Loss: 0.6104
Epoch 2/8... Discriminator Loss: 1.0435... Generator Loss: 1.0686 Epoch 2/8... Discriminator Loss: 1.1215... Generator Loss: 0.9093 Epoch 2/8... Discriminator Loss: 0.9902... Generator Loss: 1.2761 Epoch 2/8... Discriminator Loss: 1.1179... Generator Loss: 0.8296 Epoch 2/8... Discriminator Loss: 1.2539... Generator Loss: 0.6826 Epoch 2/8... Discriminator Loss: 1.1210... Generator Loss: 0.9854 Epoch 2/8... Discriminator Loss: 1.0175... Generator Loss: 1.0006 Epoch 2/8... Discriminator Loss: 1.2430... Generator Loss: 0.6244 Epoch 2/8... Discriminator Loss: 1.3914... Generator Loss: 0.7559 Epoch 2/8... Discriminator Loss: 0.9288... Generator Loss: 1.1736
Epoch 2/8... Discriminator Loss: 1.1274... Generator Loss: 0.8132 Epoch 2/8... Discriminator Loss: 1.3414... Generator Loss: 0.6480 Epoch 2/8... Discriminator Loss: 1.1615... Generator Loss: 0.7316 Epoch 2/8... Discriminator Loss: 1.1527... Generator Loss: 0.8654 Epoch 2/8... Discriminator Loss: 0.9773... Generator Loss: 1.2255 Epoch 2/8... Discriminator Loss: 0.9364... Generator Loss: 0.9538 Epoch 2/8... Discriminator Loss: 1.0486... Generator Loss: 0.9932 Epoch 2/8... Discriminator Loss: 1.1142... Generator Loss: 0.9033 Epoch 2/8... Discriminator Loss: 1.0925... Generator Loss: 1.0607 Epoch 2/8... Discriminator Loss: 1.3380... Generator Loss: 0.6582
Epoch 2/8... Discriminator Loss: 1.1245... Generator Loss: 0.9382 Epoch 2/8... Discriminator Loss: 1.0084... Generator Loss: 0.9757 Epoch 2/8... Discriminator Loss: 1.2125... Generator Loss: 0.8938 Epoch 2/8... Discriminator Loss: 1.1219... Generator Loss: 0.7516 Epoch 2/8... Discriminator Loss: 1.2593... Generator Loss: 0.6556 Epoch 2/8... Discriminator Loss: 1.2274... Generator Loss: 0.7393 Epoch 2/8... Discriminator Loss: 1.3082... Generator Loss: 0.7159 Epoch 2/8... Discriminator Loss: 1.2476... Generator Loss: 0.8187 Epoch 2/8... Discriminator Loss: 1.1571... Generator Loss: 0.8447 Epoch 2/8... Discriminator Loss: 1.3175... Generator Loss: 0.7287
Epoch 2/8... Discriminator Loss: 1.4541... Generator Loss: 0.5739 Epoch 2/8... Discriminator Loss: 1.3120... Generator Loss: 0.5087 Epoch 2/8... Discriminator Loss: 1.0234... Generator Loss: 1.0247 Epoch 2/8... Discriminator Loss: 1.2289... Generator Loss: 0.6580 Epoch 2/8... Discriminator Loss: 1.0278... Generator Loss: 0.9867 Epoch 2/8... Discriminator Loss: 1.2178... Generator Loss: 0.8244 Epoch 2/8... Discriminator Loss: 1.3492... Generator Loss: 0.5986 Epoch 2/8... Discriminator Loss: 1.0010... Generator Loss: 1.1787 Epoch 2/8... Discriminator Loss: 1.4331... Generator Loss: 0.6783 Epoch 2/8... Discriminator Loss: 1.3901... Generator Loss: 0.5435
Epoch 2/8... Discriminator Loss: 0.9405... Generator Loss: 1.1935 Epoch 2/8... Discriminator Loss: 1.0626... Generator Loss: 0.9387 Epoch 2/8... Discriminator Loss: 0.8680... Generator Loss: 1.0878 Epoch 2/8... Discriminator Loss: 1.0640... Generator Loss: 1.1827 Epoch 2/8... Discriminator Loss: 1.1952... Generator Loss: 0.7477 Epoch 2/8... Discriminator Loss: 1.2393... Generator Loss: 0.6637 Epoch 2/8... Discriminator Loss: 1.5239... Generator Loss: 0.7329 Epoch 2/8... Discriminator Loss: 0.8424... Generator Loss: 2.6063 Epoch 2/8... Discriminator Loss: 1.3138... Generator Loss: 0.5973 Epoch 2/8... Discriminator Loss: 1.5115... Generator Loss: 0.7786
Epoch 2/8... Discriminator Loss: 1.0269... Generator Loss: 0.9397 Epoch 2/8... Discriminator Loss: 1.4489... Generator Loss: 0.7334 Epoch 2/8... Discriminator Loss: 1.2705... Generator Loss: 1.1879 Epoch 2/8... Discriminator Loss: 0.8222... Generator Loss: 1.2544 Epoch 2/8... Discriminator Loss: 1.3634... Generator Loss: 0.7748 Epoch 2/8... Discriminator Loss: 1.2569... Generator Loss: 0.7289 Epoch 2/8... Discriminator Loss: 1.0581... Generator Loss: 1.1915 Epoch 2/8... Discriminator Loss: 0.8194... Generator Loss: 1.2674 Epoch 2/8... Discriminator Loss: 1.3615... Generator Loss: 0.5712 Epoch 2/8... Discriminator Loss: 1.2563... Generator Loss: 0.6529
Epoch 2/8... Discriminator Loss: 1.3137... Generator Loss: 0.6701 Epoch 2/8... Discriminator Loss: 1.2465... Generator Loss: 1.0012 Epoch 2/8... Discriminator Loss: 1.0605... Generator Loss: 0.9516 Epoch 2/8... Discriminator Loss: 1.0506... Generator Loss: 1.1034 Epoch 2/8... Discriminator Loss: 1.1470... Generator Loss: 0.8605 Epoch 2/8... Discriminator Loss: 1.1111... Generator Loss: 0.7448 Epoch 2/8... Discriminator Loss: 1.1064... Generator Loss: 0.8675 Epoch 2/8... Discriminator Loss: 1.0849... Generator Loss: 1.0667 Epoch 2/8... Discriminator Loss: 1.1969... Generator Loss: 0.6851 Epoch 2/8... Discriminator Loss: 1.0960... Generator Loss: 0.7161
Epoch 2/8... Discriminator Loss: 1.0730... Generator Loss: 0.8557 Epoch 2/8... Discriminator Loss: 1.0343... Generator Loss: 1.2617 Epoch 2/8... Discriminator Loss: 1.1747... Generator Loss: 0.8750 Epoch 2/8... Discriminator Loss: 1.3409... Generator Loss: 0.5730 Epoch 2/8... Discriminator Loss: 0.8064... Generator Loss: 1.3576 Epoch 2/8... Discriminator Loss: 1.2482... Generator Loss: 0.7098 Epoch 2/8... Discriminator Loss: 0.9826... Generator Loss: 1.3655 Epoch 2/8... Discriminator Loss: 0.8039... Generator Loss: 1.2972 Epoch 2/8... Discriminator Loss: 1.0070... Generator Loss: 0.9515 Epoch 2/8... Discriminator Loss: 1.3162... Generator Loss: 0.7839
Epoch 2/8... Discriminator Loss: 1.4221... Generator Loss: 0.5585 Epoch 2/8... Discriminator Loss: 1.4850... Generator Loss: 0.5525 Epoch 2/8... Discriminator Loss: 1.2757... Generator Loss: 0.5761 Epoch 2/8... Discriminator Loss: 1.1500... Generator Loss: 0.7209 Epoch 2/8... Discriminator Loss: 1.2564... Generator Loss: 0.8753 Epoch 2/8... Discriminator Loss: 1.0380... Generator Loss: 0.8753 Epoch 2/8... Discriminator Loss: 1.2067... Generator Loss: 0.7698 Epoch 2/8... Discriminator Loss: 1.3360... Generator Loss: 0.7736 Epoch 2/8... Discriminator Loss: 1.4568... Generator Loss: 0.5880 Epoch 2/8... Discriminator Loss: 0.9643... Generator Loss: 1.2614
Epoch 2/8... Discriminator Loss: 1.2858... Generator Loss: 0.7401 Epoch 2/8... Discriminator Loss: 1.2716... Generator Loss: 0.7616 Epoch 2/8... Discriminator Loss: 0.9524... Generator Loss: 0.9390 Epoch 2/8... Discriminator Loss: 1.0870... Generator Loss: 0.9140 Epoch 2/8... Discriminator Loss: 1.5706... Generator Loss: 0.8398 Epoch 2/8... Discriminator Loss: 0.8724... Generator Loss: 1.1679 Epoch 2/8... Discriminator Loss: 1.3447... Generator Loss: 0.7325 Epoch 2/8... Discriminator Loss: 1.0694... Generator Loss: 0.9254 Epoch 2/8... Discriminator Loss: 1.3433... Generator Loss: 0.6232 Epoch 2/8... Discriminator Loss: 1.0200... Generator Loss: 0.9607
Epoch 2/8... Discriminator Loss: 1.2182... Generator Loss: 0.6377 Epoch 2/8... Discriminator Loss: 1.3316... Generator Loss: 0.6576 Epoch 2/8... Discriminator Loss: 1.1706... Generator Loss: 0.8363 Epoch 2/8... Discriminator Loss: 1.2863... Generator Loss: 0.8239 Epoch 2/8... Discriminator Loss: 1.1067... Generator Loss: 0.8749 Epoch 2/8... Discriminator Loss: 1.4518... Generator Loss: 0.6654 Epoch 2/8... Discriminator Loss: 1.0685... Generator Loss: 0.8444 Epoch 2/8... Discriminator Loss: 1.1977... Generator Loss: 0.6923 Epoch 2/8... Discriminator Loss: 1.1459... Generator Loss: 0.9397 Epoch 2/8... Discriminator Loss: 1.0130... Generator Loss: 0.9254
Epoch 2/8... Discriminator Loss: 1.0676... Generator Loss: 0.9817 Epoch 2/8... Discriminator Loss: 1.1694... Generator Loss: 0.6920 Epoch 2/8... Discriminator Loss: 0.9384... Generator Loss: 1.1420 Epoch 2/8... Discriminator Loss: 1.1178... Generator Loss: 0.7342 Epoch 2/8... Discriminator Loss: 0.9474... Generator Loss: 1.8233 Epoch 2/8... Discriminator Loss: 1.2486... Generator Loss: 0.8596 Epoch 2/8... Discriminator Loss: 1.2769... Generator Loss: 0.7014 Epoch 2/8... Discriminator Loss: 1.1954... Generator Loss: 0.9715 Epoch 2/8... Discriminator Loss: 1.0165... Generator Loss: 0.8857 Epoch 2/8... Discriminator Loss: 1.2248... Generator Loss: 0.7320
Epoch 2/8... Discriminator Loss: 1.2705... Generator Loss: 0.7796 Epoch 2/8... Discriminator Loss: 1.1531... Generator Loss: 0.9403 Epoch 2/8... Discriminator Loss: 1.3916... Generator Loss: 0.6019 Epoch 2/8... Discriminator Loss: 1.1549... Generator Loss: 0.7689 Epoch 2/8... Discriminator Loss: 0.9650... Generator Loss: 1.4297 Epoch 2/8... Discriminator Loss: 1.1990... Generator Loss: 0.6670 Epoch 3/8... Discriminator Loss: 0.9309... Generator Loss: 1.0953 Epoch 3/8... Discriminator Loss: 1.2475... Generator Loss: 0.6189 Epoch 3/8... Discriminator Loss: 1.3333... Generator Loss: 0.8348 Epoch 3/8... Discriminator Loss: 1.0237... Generator Loss: 1.1367
Epoch 3/8... Discriminator Loss: 1.3038... Generator Loss: 0.7137 Epoch 3/8... Discriminator Loss: 1.3244... Generator Loss: 0.6390 Epoch 3/8... Discriminator Loss: 1.3028... Generator Loss: 0.6230 Epoch 3/8... Discriminator Loss: 1.1941... Generator Loss: 1.1436 Epoch 3/8... Discriminator Loss: 1.3237... Generator Loss: 0.6657 Epoch 3/8... Discriminator Loss: 1.2361... Generator Loss: 0.8371 Epoch 3/8... Discriminator Loss: 1.1936... Generator Loss: 0.6720 Epoch 3/8... Discriminator Loss: 1.3539... Generator Loss: 0.7111 Epoch 3/8... Discriminator Loss: 1.3183... Generator Loss: 0.6120 Epoch 3/8... Discriminator Loss: 1.3194... Generator Loss: 0.6748
Epoch 3/8... Discriminator Loss: 1.3873... Generator Loss: 0.6512 Epoch 3/8... Discriminator Loss: 1.1738... Generator Loss: 1.1398 Epoch 3/8... Discriminator Loss: 1.1876... Generator Loss: 0.7971 Epoch 3/8... Discriminator Loss: 1.1672... Generator Loss: 1.2273 Epoch 3/8... Discriminator Loss: 1.1887... Generator Loss: 1.0106 Epoch 3/8... Discriminator Loss: 1.2372... Generator Loss: 0.7780 Epoch 3/8... Discriminator Loss: 1.1446... Generator Loss: 0.8686 Epoch 3/8... Discriminator Loss: 1.2020... Generator Loss: 0.6933 Epoch 3/8... Discriminator Loss: 1.2724... Generator Loss: 0.7380 Epoch 3/8... Discriminator Loss: 1.4372... Generator Loss: 1.1946
Epoch 3/8... Discriminator Loss: 1.2289... Generator Loss: 0.8840 Epoch 3/8... Discriminator Loss: 1.1201... Generator Loss: 0.9482 Epoch 3/8... Discriminator Loss: 1.2360... Generator Loss: 0.6068 Epoch 3/8... Discriminator Loss: 0.7029... Generator Loss: 1.8880 Epoch 3/8... Discriminator Loss: 1.1724... Generator Loss: 0.7119 Epoch 3/8... Discriminator Loss: 1.3515... Generator Loss: 0.5425 Epoch 3/8... Discriminator Loss: 1.1394... Generator Loss: 0.9102 Epoch 3/8... Discriminator Loss: 1.2171... Generator Loss: 0.7776 Epoch 3/8... Discriminator Loss: 1.2196... Generator Loss: 0.7748 Epoch 3/8... Discriminator Loss: 1.2235... Generator Loss: 0.8972
Epoch 3/8... Discriminator Loss: 1.0318... Generator Loss: 0.9275 Epoch 3/8... Discriminator Loss: 1.1215... Generator Loss: 1.0970 Epoch 3/8... Discriminator Loss: 1.1916... Generator Loss: 0.7503 Epoch 3/8... Discriminator Loss: 1.2940... Generator Loss: 0.6692 Epoch 3/8... Discriminator Loss: 0.8949... Generator Loss: 1.1248 Epoch 3/8... Discriminator Loss: 1.3914... Generator Loss: 0.6901 Epoch 3/8... Discriminator Loss: 1.1135... Generator Loss: 1.2787 Epoch 3/8... Discriminator Loss: 1.1776... Generator Loss: 0.9146 Epoch 3/8... Discriminator Loss: 1.3277... Generator Loss: 0.6044 Epoch 3/8... Discriminator Loss: 1.4358... Generator Loss: 0.6476
Epoch 3/8... Discriminator Loss: 1.2049... Generator Loss: 0.7934 Epoch 3/8... Discriminator Loss: 1.4224... Generator Loss: 0.5586 Epoch 3/8... Discriminator Loss: 1.3648... Generator Loss: 0.5607 Epoch 3/8... Discriminator Loss: 0.8266... Generator Loss: 1.4761 Epoch 3/8... Discriminator Loss: 1.2565... Generator Loss: 0.9361 Epoch 3/8... Discriminator Loss: 1.4051... Generator Loss: 0.5785 Epoch 3/8... Discriminator Loss: 1.0156... Generator Loss: 1.0476 Epoch 3/8... Discriminator Loss: 1.1466... Generator Loss: 0.8309 Epoch 3/8... Discriminator Loss: 1.0488... Generator Loss: 1.0676 Epoch 3/8... Discriminator Loss: 1.2313... Generator Loss: 0.7636
Epoch 3/8... Discriminator Loss: 1.4751... Generator Loss: 0.6130 Epoch 3/8... Discriminator Loss: 1.1147... Generator Loss: 0.7759 Epoch 3/8... Discriminator Loss: 1.4136... Generator Loss: 0.8399 Epoch 3/8... Discriminator Loss: 0.8860... Generator Loss: 1.1292 Epoch 3/8... Discriminator Loss: 1.1844... Generator Loss: 0.8936 Epoch 3/8... Discriminator Loss: 1.0218... Generator Loss: 1.2072 Epoch 3/8... Discriminator Loss: 1.4171... Generator Loss: 0.5927 Epoch 3/8... Discriminator Loss: 1.0069... Generator Loss: 0.9042 Epoch 3/8... Discriminator Loss: 1.2870... Generator Loss: 0.5272 Epoch 3/8... Discriminator Loss: 1.3434... Generator Loss: 1.3678
Epoch 3/8... Discriminator Loss: 0.9624... Generator Loss: 1.2744 Epoch 3/8... Discriminator Loss: 1.3305... Generator Loss: 0.6075 Epoch 3/8... Discriminator Loss: 1.2660... Generator Loss: 0.6538 Epoch 3/8... Discriminator Loss: 1.1106... Generator Loss: 0.8721 Epoch 3/8... Discriminator Loss: 1.1473... Generator Loss: 0.9164 Epoch 3/8... Discriminator Loss: 1.1548... Generator Loss: 0.9888 Epoch 3/8... Discriminator Loss: 1.3850... Generator Loss: 0.5704 Epoch 3/8... Discriminator Loss: 1.3522... Generator Loss: 0.5514 Epoch 3/8... Discriminator Loss: 1.1097... Generator Loss: 0.9179 Epoch 3/8... Discriminator Loss: 1.2320... Generator Loss: 0.7140
Epoch 3/8... Discriminator Loss: 0.8646... Generator Loss: 1.4862 Epoch 3/8... Discriminator Loss: 0.9228... Generator Loss: 1.2590 Epoch 3/8... Discriminator Loss: 1.0584... Generator Loss: 0.8963 Epoch 3/8... Discriminator Loss: 1.1282... Generator Loss: 0.8363 Epoch 3/8... Discriminator Loss: 1.2276... Generator Loss: 0.6047 Epoch 3/8... Discriminator Loss: 1.3835... Generator Loss: 0.4621 Epoch 3/8... Discriminator Loss: 1.2169... Generator Loss: 0.5878 Epoch 3/8... Discriminator Loss: 1.2172... Generator Loss: 0.7790 Epoch 3/8... Discriminator Loss: 1.2820... Generator Loss: 0.6964 Epoch 3/8... Discriminator Loss: 1.2253... Generator Loss: 0.8296
Epoch 3/8... Discriminator Loss: 1.1645... Generator Loss: 0.7668 Epoch 3/8... Discriminator Loss: 1.1302... Generator Loss: 0.7996 Epoch 3/8... Discriminator Loss: 1.2462... Generator Loss: 0.7870 Epoch 3/8... Discriminator Loss: 1.0283... Generator Loss: 0.8049 Epoch 3/8... Discriminator Loss: 1.2352... Generator Loss: 0.7185 Epoch 3/8... Discriminator Loss: 1.0593... Generator Loss: 0.9596 Epoch 3/8... Discriminator Loss: 1.1935... Generator Loss: 0.8272 Epoch 3/8... Discriminator Loss: 1.2879... Generator Loss: 0.5613 Epoch 3/8... Discriminator Loss: 1.0334... Generator Loss: 1.2343 Epoch 3/8... Discriminator Loss: 0.9109... Generator Loss: 1.1428
Epoch 3/8... Discriminator Loss: 1.0287... Generator Loss: 1.0927 Epoch 3/8... Discriminator Loss: 1.2699... Generator Loss: 0.7172 Epoch 3/8... Discriminator Loss: 1.0099... Generator Loss: 0.9514 Epoch 3/8... Discriminator Loss: 1.4972... Generator Loss: 0.5303 Epoch 3/8... Discriminator Loss: 0.6930... Generator Loss: 1.8858 Epoch 3/8... Discriminator Loss: 0.9152... Generator Loss: 1.1385 Epoch 3/8... Discriminator Loss: 1.1678... Generator Loss: 0.7621 Epoch 3/8... Discriminator Loss: 0.9527... Generator Loss: 1.0018 Epoch 3/8... Discriminator Loss: 1.3450... Generator Loss: 0.7199 Epoch 3/8... Discriminator Loss: 1.0558... Generator Loss: 1.0131
Epoch 3/8... Discriminator Loss: 1.2753... Generator Loss: 0.7567 Epoch 3/8... Discriminator Loss: 1.3571... Generator Loss: 0.7036 Epoch 3/8... Discriminator Loss: 1.0957... Generator Loss: 0.9062 Epoch 3/8... Discriminator Loss: 1.0569... Generator Loss: 0.9061 Epoch 3/8... Discriminator Loss: 1.5142... Generator Loss: 0.4782 Epoch 3/8... Discriminator Loss: 1.1886... Generator Loss: 0.9004 Epoch 3/8... Discriminator Loss: 1.2375... Generator Loss: 0.8371 Epoch 3/8... Discriminator Loss: 0.9220... Generator Loss: 1.3073 Epoch 3/8... Discriminator Loss: 0.9857... Generator Loss: 1.1801 Epoch 3/8... Discriminator Loss: 1.0783... Generator Loss: 1.0036
Epoch 3/8... Discriminator Loss: 1.0676... Generator Loss: 0.8313 Epoch 3/8... Discriminator Loss: 1.0977... Generator Loss: 0.8143 Epoch 3/8... Discriminator Loss: 0.9552... Generator Loss: 1.1686 Epoch 3/8... Discriminator Loss: 1.1689... Generator Loss: 0.7093 Epoch 3/8... Discriminator Loss: 1.3604... Generator Loss: 0.6258 Epoch 3/8... Discriminator Loss: 1.1807... Generator Loss: 0.8011 Epoch 3/8... Discriminator Loss: 1.0860... Generator Loss: 1.0525 Epoch 3/8... Discriminator Loss: 0.9679... Generator Loss: 1.0117 Epoch 3/8... Discriminator Loss: 0.8845... Generator Loss: 1.1016 Epoch 3/8... Discriminator Loss: 1.3450... Generator Loss: 0.6910
Epoch 3/8... Discriminator Loss: 1.1071... Generator Loss: 0.8808 Epoch 3/8... Discriminator Loss: 1.0362... Generator Loss: 0.8778 Epoch 3/8... Discriminator Loss: 1.3811... Generator Loss: 0.6311 Epoch 3/8... Discriminator Loss: 1.2464... Generator Loss: 0.6173 Epoch 3/8... Discriminator Loss: 1.3469... Generator Loss: 0.6971 Epoch 3/8... Discriminator Loss: 1.0293... Generator Loss: 0.8211 Epoch 3/8... Discriminator Loss: 1.2350... Generator Loss: 0.5907 Epoch 3/8... Discriminator Loss: 1.1578... Generator Loss: 0.8451 Epoch 3/8... Discriminator Loss: 1.2718... Generator Loss: 0.6571 Epoch 3/8... Discriminator Loss: 0.9301... Generator Loss: 1.7156
Epoch 3/8... Discriminator Loss: 1.0605... Generator Loss: 0.8754 Epoch 3/8... Discriminator Loss: 1.1950... Generator Loss: 0.7339 Epoch 3/8... Discriminator Loss: 0.9730... Generator Loss: 1.2813 Epoch 3/8... Discriminator Loss: 1.0562... Generator Loss: 0.6562 Epoch 3/8... Discriminator Loss: 0.8965... Generator Loss: 1.4643 Epoch 3/8... Discriminator Loss: 1.4126... Generator Loss: 0.6355 Epoch 3/8... Discriminator Loss: 1.0790... Generator Loss: 0.7937 Epoch 3/8... Discriminator Loss: 1.5070... Generator Loss: 0.4339 Epoch 3/8... Discriminator Loss: 1.2424... Generator Loss: 0.5817 Epoch 3/8... Discriminator Loss: 0.9946... Generator Loss: 1.2102
Epoch 3/8... Discriminator Loss: 1.2769... Generator Loss: 0.7683 Epoch 3/8... Discriminator Loss: 1.0880... Generator Loss: 0.7114 Epoch 3/8... Discriminator Loss: 1.0186... Generator Loss: 0.9103 Epoch 3/8... Discriminator Loss: 1.4119... Generator Loss: 0.5586 Epoch 3/8... Discriminator Loss: 1.1459... Generator Loss: 1.2940 Epoch 3/8... Discriminator Loss: 1.0614... Generator Loss: 1.0497 Epoch 3/8... Discriminator Loss: 1.0627... Generator Loss: 1.5026 Epoch 3/8... Discriminator Loss: 1.2734... Generator Loss: 0.7584 Epoch 3/8... Discriminator Loss: 1.1503... Generator Loss: 0.8512 Epoch 3/8... Discriminator Loss: 1.0897... Generator Loss: 0.7852
Epoch 3/8... Discriminator Loss: 0.8507... Generator Loss: 1.4886 Epoch 3/8... Discriminator Loss: 1.3015... Generator Loss: 0.6098 Epoch 3/8... Discriminator Loss: 1.0193... Generator Loss: 1.0250 Epoch 3/8... Discriminator Loss: 1.1709... Generator Loss: 0.7829 Epoch 3/8... Discriminator Loss: 1.4158... Generator Loss: 0.5389 Epoch 3/8... Discriminator Loss: 1.1963... Generator Loss: 0.5716 Epoch 3/8... Discriminator Loss: 1.1370... Generator Loss: 0.8044 Epoch 3/8... Discriminator Loss: 0.9858... Generator Loss: 0.8016 Epoch 3/8... Discriminator Loss: 0.7810... Generator Loss: 1.7332 Epoch 3/8... Discriminator Loss: 0.8665... Generator Loss: 1.6103
Epoch 3/8... Discriminator Loss: 1.2336... Generator Loss: 0.9038 Epoch 3/8... Discriminator Loss: 1.0583... Generator Loss: 0.6926 Epoch 3/8... Discriminator Loss: 1.2631... Generator Loss: 0.7991 Epoch 3/8... Discriminator Loss: 1.3498... Generator Loss: 0.7620 Epoch 3/8... Discriminator Loss: 1.1099... Generator Loss: 0.8242 Epoch 3/8... Discriminator Loss: 0.9992... Generator Loss: 1.0269 Epoch 3/8... Discriminator Loss: 1.1399... Generator Loss: 0.8131 Epoch 3/8... Discriminator Loss: 1.0517... Generator Loss: 0.9236 Epoch 3/8... Discriminator Loss: 0.9501... Generator Loss: 1.2128 Epoch 3/8... Discriminator Loss: 1.1141... Generator Loss: 0.9372
Epoch 3/8... Discriminator Loss: 1.4158... Generator Loss: 0.7009 Epoch 3/8... Discriminator Loss: 1.4349... Generator Loss: 0.5472 Epoch 3/8... Discriminator Loss: 1.3980... Generator Loss: 0.6126 Epoch 3/8... Discriminator Loss: 1.2446... Generator Loss: 0.6784 Epoch 3/8... Discriminator Loss: 1.0544... Generator Loss: 1.0254 Epoch 3/8... Discriminator Loss: 1.1209... Generator Loss: 1.0973 Epoch 3/8... Discriminator Loss: 0.9950... Generator Loss: 1.3526 Epoch 3/8... Discriminator Loss: 1.2195... Generator Loss: 0.8213 Epoch 3/8... Discriminator Loss: 1.3953... Generator Loss: 0.6716 Epoch 3/8... Discriminator Loss: 1.4639... Generator Loss: 0.6045
Epoch 3/8... Discriminator Loss: 1.2919... Generator Loss: 0.8379 Epoch 3/8... Discriminator Loss: 1.1817... Generator Loss: 0.8498 Epoch 3/8... Discriminator Loss: 1.5296... Generator Loss: 0.5074 Epoch 3/8... Discriminator Loss: 1.1781... Generator Loss: 0.8023 Epoch 3/8... Discriminator Loss: 0.9775... Generator Loss: 1.0642 Epoch 3/8... Discriminator Loss: 1.1683... Generator Loss: 1.0731 Epoch 3/8... Discriminator Loss: 1.3440... Generator Loss: 0.5679 Epoch 3/8... Discriminator Loss: 1.1692... Generator Loss: 0.6941 Epoch 3/8... Discriminator Loss: 1.2420... Generator Loss: 0.6750 Epoch 3/8... Discriminator Loss: 0.8408... Generator Loss: 1.2094
Epoch 3/8... Discriminator Loss: 1.1589... Generator Loss: 0.9319 Epoch 3/8... Discriminator Loss: 1.4605... Generator Loss: 0.5698 Epoch 3/8... Discriminator Loss: 1.3120... Generator Loss: 0.6823 Epoch 3/8... Discriminator Loss: 1.4260... Generator Loss: 0.5554 Epoch 3/8... Discriminator Loss: 1.1891... Generator Loss: 0.5692 Epoch 3/8... Discriminator Loss: 1.5911... Generator Loss: 0.4403 Epoch 3/8... Discriminator Loss: 1.2880... Generator Loss: 0.7795 Epoch 3/8... Discriminator Loss: 1.2028... Generator Loss: 0.8363 Epoch 3/8... Discriminator Loss: 1.1989... Generator Loss: 0.7725 Epoch 3/8... Discriminator Loss: 1.3517... Generator Loss: 0.6016
Epoch 3/8... Discriminator Loss: 1.2625... Generator Loss: 0.7393 Epoch 3/8... Discriminator Loss: 1.3566... Generator Loss: 0.7621 Epoch 3/8... Discriminator Loss: 1.1911... Generator Loss: 0.9769 Epoch 3/8... Discriminator Loss: 1.0831... Generator Loss: 0.8661 Epoch 3/8... Discriminator Loss: 1.2763... Generator Loss: 0.6295 Epoch 3/8... Discriminator Loss: 1.2664... Generator Loss: 0.5414 Epoch 3/8... Discriminator Loss: 1.2133... Generator Loss: 0.6514 Epoch 3/8... Discriminator Loss: 1.3344... Generator Loss: 0.7158 Epoch 3/8... Discriminator Loss: 1.4330... Generator Loss: 1.0482 Epoch 3/8... Discriminator Loss: 1.2281... Generator Loss: 0.6926
Epoch 3/8... Discriminator Loss: 1.2829... Generator Loss: 0.7497 Epoch 3/8... Discriminator Loss: 1.3228... Generator Loss: 0.6594 Epoch 3/8... Discriminator Loss: 1.1362... Generator Loss: 0.7229 Epoch 3/8... Discriminator Loss: 1.1986... Generator Loss: 0.6721 Epoch 3/8... Discriminator Loss: 1.3448... Generator Loss: 0.7969 Epoch 3/8... Discriminator Loss: 1.2276... Generator Loss: 0.7376 Epoch 3/8... Discriminator Loss: 1.1300... Generator Loss: 0.8187 Epoch 3/8... Discriminator Loss: 1.2102... Generator Loss: 0.9226 Epoch 3/8... Discriminator Loss: 1.2148... Generator Loss: 0.8249 Epoch 3/8... Discriminator Loss: 1.2288... Generator Loss: 0.7733
Epoch 3/8... Discriminator Loss: 1.2632... Generator Loss: 0.7345 Epoch 3/8... Discriminator Loss: 0.8246... Generator Loss: 1.9902 Epoch 3/8... Discriminator Loss: 1.2754... Generator Loss: 0.7143 Epoch 3/8... Discriminator Loss: 1.2144... Generator Loss: 0.7602 Epoch 3/8... Discriminator Loss: 1.1182... Generator Loss: 0.8191 Epoch 3/8... Discriminator Loss: 1.3321... Generator Loss: 0.6782 Epoch 3/8... Discriminator Loss: 1.1041... Generator Loss: 0.7734 Epoch 3/8... Discriminator Loss: 1.3565... Generator Loss: 0.5799 Epoch 3/8... Discriminator Loss: 1.1383... Generator Loss: 0.7987 Epoch 3/8... Discriminator Loss: 1.1118... Generator Loss: 0.8666
Epoch 3/8... Discriminator Loss: 1.3470... Generator Loss: 0.6538 Epoch 3/8... Discriminator Loss: 1.0669... Generator Loss: 0.9423 Epoch 3/8... Discriminator Loss: 1.2721... Generator Loss: 0.6657 Epoch 3/8... Discriminator Loss: 0.9168... Generator Loss: 1.5567 Epoch 3/8... Discriminator Loss: 1.0541... Generator Loss: 0.9702 Epoch 3/8... Discriminator Loss: 1.1567... Generator Loss: 1.6498 Epoch 3/8... Discriminator Loss: 1.2918... Generator Loss: 0.9283 Epoch 3/8... Discriminator Loss: 0.9826... Generator Loss: 1.0987 Epoch 3/8... Discriminator Loss: 1.0059... Generator Loss: 0.9101 Epoch 3/8... Discriminator Loss: 1.1122... Generator Loss: 0.6775
Epoch 3/8... Discriminator Loss: 1.0849... Generator Loss: 0.7912 Epoch 3/8... Discriminator Loss: 1.2406... Generator Loss: 0.8098 Epoch 3/8... Discriminator Loss: 1.2899... Generator Loss: 0.8407 Epoch 3/8... Discriminator Loss: 1.2356... Generator Loss: 0.7624 Epoch 3/8... Discriminator Loss: 1.2359... Generator Loss: 0.8283 Epoch 3/8... Discriminator Loss: 1.0662... Generator Loss: 0.8946 Epoch 3/8... Discriminator Loss: 1.3861... Generator Loss: 0.5297 Epoch 3/8... Discriminator Loss: 1.0890... Generator Loss: 0.8450 Epoch 3/8... Discriminator Loss: 1.4785... Generator Loss: 0.5855 Epoch 3/8... Discriminator Loss: 1.1788... Generator Loss: 0.6425
Epoch 3/8... Discriminator Loss: 1.2309... Generator Loss: 0.7158 Epoch 3/8... Discriminator Loss: 1.1994... Generator Loss: 0.7237 Epoch 3/8... Discriminator Loss: 1.5649... Generator Loss: 0.4199 Epoch 3/8... Discriminator Loss: 1.1700... Generator Loss: 1.0498 Epoch 3/8... Discriminator Loss: 1.3200... Generator Loss: 0.6440 Epoch 3/8... Discriminator Loss: 1.0984... Generator Loss: 0.9605 Epoch 3/8... Discriminator Loss: 1.0288... Generator Loss: 0.8099 Epoch 3/8... Discriminator Loss: 1.2611... Generator Loss: 0.8384 Epoch 3/8... Discriminator Loss: 1.3069... Generator Loss: 0.6437 Epoch 3/8... Discriminator Loss: 1.2557... Generator Loss: 0.7919
Epoch 3/8... Discriminator Loss: 1.1141... Generator Loss: 0.7003 Epoch 3/8... Discriminator Loss: 1.4525... Generator Loss: 0.6189 Epoch 3/8... Discriminator Loss: 1.0591... Generator Loss: 1.0329 Epoch 3/8... Discriminator Loss: 1.2403... Generator Loss: 0.6926 Epoch 3/8... Discriminator Loss: 1.0387... Generator Loss: 0.9886 Epoch 3/8... Discriminator Loss: 1.3404... Generator Loss: 0.7617 Epoch 3/8... Discriminator Loss: 1.3877... Generator Loss: 0.6769 Epoch 3/8... Discriminator Loss: 1.1881... Generator Loss: 0.7624 Epoch 3/8... Discriminator Loss: 1.3043... Generator Loss: 0.6634 Epoch 3/8... Discriminator Loss: 1.2969... Generator Loss: 0.6467
Epoch 3/8... Discriminator Loss: 1.2480... Generator Loss: 0.5974 Epoch 3/8... Discriminator Loss: 1.4978... Generator Loss: 0.5786 Epoch 3/8... Discriminator Loss: 1.0381... Generator Loss: 1.1029 Epoch 3/8... Discriminator Loss: 1.0366... Generator Loss: 1.5101 Epoch 3/8... Discriminator Loss: 1.2201... Generator Loss: 0.7492 Epoch 3/8... Discriminator Loss: 1.3794... Generator Loss: 0.7521 Epoch 3/8... Discriminator Loss: 1.0230... Generator Loss: 1.1661 Epoch 3/8... Discriminator Loss: 1.2688... Generator Loss: 0.8302 Epoch 3/8... Discriminator Loss: 1.1550... Generator Loss: 0.8152 Epoch 3/8... Discriminator Loss: 1.2506... Generator Loss: 0.9228
Epoch 3/8... Discriminator Loss: 1.0373... Generator Loss: 0.7795 Epoch 3/8... Discriminator Loss: 1.1021... Generator Loss: 0.8787 Epoch 3/8... Discriminator Loss: 1.4073... Generator Loss: 0.6493 Epoch 3/8... Discriminator Loss: 1.1234... Generator Loss: 1.0120 Epoch 3/8... Discriminator Loss: 1.1747... Generator Loss: 0.8871 Epoch 3/8... Discriminator Loss: 1.1352... Generator Loss: 0.8535 Epoch 3/8... Discriminator Loss: 1.1992... Generator Loss: 1.1424 Epoch 3/8... Discriminator Loss: 1.3435... Generator Loss: 0.6278 Epoch 3/8... Discriminator Loss: 1.3438... Generator Loss: 0.8192 Epoch 3/8... Discriminator Loss: 1.4114... Generator Loss: 0.5593
Epoch 3/8... Discriminator Loss: 1.3565... Generator Loss: 0.5948 Epoch 3/8... Discriminator Loss: 0.8847... Generator Loss: 1.2770 Epoch 3/8... Discriminator Loss: 0.9291... Generator Loss: 1.2537 Epoch 3/8... Discriminator Loss: 1.1961... Generator Loss: 0.7203 Epoch 3/8... Discriminator Loss: 1.1935... Generator Loss: 0.8556 Epoch 3/8... Discriminator Loss: 1.1993... Generator Loss: 0.9057 Epoch 3/8... Discriminator Loss: 1.2921... Generator Loss: 0.6228 Epoch 3/8... Discriminator Loss: 0.9149... Generator Loss: 1.2352 Epoch 3/8... Discriminator Loss: 1.2515... Generator Loss: 0.6987 Epoch 3/8... Discriminator Loss: 1.1103... Generator Loss: 0.7687
Epoch 3/8... Discriminator Loss: 0.9248... Generator Loss: 1.0579 Epoch 3/8... Discriminator Loss: 1.2654... Generator Loss: 0.6672 Epoch 3/8... Discriminator Loss: 1.2972... Generator Loss: 0.6376 Epoch 3/8... Discriminator Loss: 1.3904... Generator Loss: 0.7025 Epoch 3/8... Discriminator Loss: 1.2191... Generator Loss: 0.9036 Epoch 3/8... Discriminator Loss: 0.9380... Generator Loss: 1.1658 Epoch 3/8... Discriminator Loss: 1.5602... Generator Loss: 0.3925 Epoch 3/8... Discriminator Loss: 1.2705... Generator Loss: 0.6438 Epoch 3/8... Discriminator Loss: 1.0410... Generator Loss: 0.9142 Epoch 3/8... Discriminator Loss: 1.0202... Generator Loss: 1.1487
Epoch 3/8... Discriminator Loss: 1.0705... Generator Loss: 1.0164 Epoch 3/8... Discriminator Loss: 1.0633... Generator Loss: 0.9410 Epoch 3/8... Discriminator Loss: 1.0935... Generator Loss: 0.8525 Epoch 3/8... Discriminator Loss: 1.4137... Generator Loss: 0.5923 Epoch 3/8... Discriminator Loss: 1.1376... Generator Loss: 0.9195 Epoch 3/8... Discriminator Loss: 1.0955... Generator Loss: 0.8496 Epoch 3/8... Discriminator Loss: 1.0705... Generator Loss: 1.0497 Epoch 3/8... Discriminator Loss: 1.2738... Generator Loss: 0.6581 Epoch 3/8... Discriminator Loss: 1.4053... Generator Loss: 0.6604 Epoch 3/8... Discriminator Loss: 1.0866... Generator Loss: 1.0603
Epoch 3/8... Discriminator Loss: 1.4650... Generator Loss: 0.4878 Epoch 3/8... Discriminator Loss: 1.2066... Generator Loss: 0.8393 Epoch 3/8... Discriminator Loss: 1.1685... Generator Loss: 0.9541 Epoch 3/8... Discriminator Loss: 0.9468... Generator Loss: 0.9617 Epoch 3/8... Discriminator Loss: 1.2647... Generator Loss: 0.9532 Epoch 3/8... Discriminator Loss: 1.1749... Generator Loss: 0.8426 Epoch 3/8... Discriminator Loss: 0.6709... Generator Loss: 1.3288 Epoch 3/8... Discriminator Loss: 1.2722... Generator Loss: 0.7943 Epoch 3/8... Discriminator Loss: 1.2025... Generator Loss: 0.7160 Epoch 3/8... Discriminator Loss: 0.9861... Generator Loss: 0.9798
Epoch 3/8... Discriminator Loss: 0.9998... Generator Loss: 0.9428 Epoch 3/8... Discriminator Loss: 1.2176... Generator Loss: 0.9623 Epoch 3/8... Discriminator Loss: 1.2774... Generator Loss: 0.7788 Epoch 3/8... Discriminator Loss: 1.3225... Generator Loss: 0.5495 Epoch 3/8... Discriminator Loss: 1.2743... Generator Loss: 0.7357 Epoch 3/8... Discriminator Loss: 1.2750... Generator Loss: 0.7023 Epoch 3/8... Discriminator Loss: 1.3515... Generator Loss: 0.5757 Epoch 3/8... Discriminator Loss: 1.0203... Generator Loss: 1.2558 Epoch 3/8... Discriminator Loss: 1.1215... Generator Loss: 0.6647 Epoch 3/8... Discriminator Loss: 1.1873... Generator Loss: 0.6642
Epoch 3/8... Discriminator Loss: 1.3598... Generator Loss: 0.7990 Epoch 3/8... Discriminator Loss: 1.3884... Generator Loss: 0.7672 Epoch 3/8... Discriminator Loss: 1.3619... Generator Loss: 0.7537 Epoch 3/8... Discriminator Loss: 0.9518... Generator Loss: 1.3291 Epoch 3/8... Discriminator Loss: 1.3385... Generator Loss: 0.6773 Epoch 3/8... Discriminator Loss: 1.1559... Generator Loss: 0.7839 Epoch 3/8... Discriminator Loss: 1.2976... Generator Loss: 0.6177 Epoch 3/8... Discriminator Loss: 1.4876... Generator Loss: 0.5375 Epoch 3/8... Discriminator Loss: 1.3503... Generator Loss: 0.7027 Epoch 3/8... Discriminator Loss: 0.9144... Generator Loss: 1.4157
Epoch 3/8... Discriminator Loss: 1.2317... Generator Loss: 0.5884 Epoch 3/8... Discriminator Loss: 1.1507... Generator Loss: 0.7039 Epoch 3/8... Discriminator Loss: 1.3816... Generator Loss: 0.6939 Epoch 3/8... Discriminator Loss: 1.1534... Generator Loss: 0.7582 Epoch 3/8... Discriminator Loss: 1.2444... Generator Loss: 0.9342 Epoch 3/8... Discriminator Loss: 1.3211... Generator Loss: 0.5714 Epoch 3/8... Discriminator Loss: 1.2267... Generator Loss: 1.1845 Epoch 3/8... Discriminator Loss: 1.1944... Generator Loss: 0.8852 Epoch 3/8... Discriminator Loss: 1.3423... Generator Loss: 0.7556 Epoch 3/8... Discriminator Loss: 1.4503... Generator Loss: 0.5415
Epoch 3/8... Discriminator Loss: 0.9670... Generator Loss: 1.1092 Epoch 3/8... Discriminator Loss: 1.4117... Generator Loss: 0.5495 Epoch 3/8... Discriminator Loss: 1.1788... Generator Loss: 0.6853 Epoch 3/8... Discriminator Loss: 0.9733... Generator Loss: 1.3601 Epoch 3/8... Discriminator Loss: 1.1577... Generator Loss: 0.7305 Epoch 3/8... Discriminator Loss: 1.0798... Generator Loss: 1.0387 Epoch 3/8... Discriminator Loss: 1.1374... Generator Loss: 0.9451 Epoch 3/8... Discriminator Loss: 1.2658... Generator Loss: 0.6901 Epoch 3/8... Discriminator Loss: 1.4029... Generator Loss: 0.7590 Epoch 3/8... Discriminator Loss: 1.4056... Generator Loss: 0.5432
Epoch 3/8... Discriminator Loss: 1.1145... Generator Loss: 0.7521 Epoch 3/8... Discriminator Loss: 1.3751... Generator Loss: 0.6987 Epoch 3/8... Discriminator Loss: 1.1674... Generator Loss: 0.7537 Epoch 3/8... Discriminator Loss: 1.3977... Generator Loss: 0.5538 Epoch 3/8... Discriminator Loss: 1.3442... Generator Loss: 0.8429 Epoch 3/8... Discriminator Loss: 1.0570... Generator Loss: 1.0796 Epoch 3/8... Discriminator Loss: 1.3550... Generator Loss: 0.6930 Epoch 3/8... Discriminator Loss: 1.2347... Generator Loss: 0.8534 Epoch 3/8... Discriminator Loss: 1.2931... Generator Loss: 0.7504 Epoch 3/8... Discriminator Loss: 1.0862... Generator Loss: 0.8969
Epoch 3/8... Discriminator Loss: 1.0340... Generator Loss: 0.9768 Epoch 3/8... Discriminator Loss: 1.1304... Generator Loss: 0.8991 Epoch 3/8... Discriminator Loss: 1.2727... Generator Loss: 0.6029 Epoch 3/8... Discriminator Loss: 1.5528... Generator Loss: 0.4972 Epoch 3/8... Discriminator Loss: 1.2853... Generator Loss: 0.7134 Epoch 3/8... Discriminator Loss: 1.2529... Generator Loss: 0.7326 Epoch 3/8... Discriminator Loss: 1.4385... Generator Loss: 0.5845 Epoch 3/8... Discriminator Loss: 1.3777... Generator Loss: 0.7801 Epoch 3/8... Discriminator Loss: 1.5707... Generator Loss: 0.4534 Epoch 3/8... Discriminator Loss: 1.3011... Generator Loss: 0.5894
Epoch 3/8... Discriminator Loss: 1.2822... Generator Loss: 0.6962 Epoch 3/8... Discriminator Loss: 1.0775... Generator Loss: 0.8820 Epoch 3/8... Discriminator Loss: 1.4000... Generator Loss: 0.5295 Epoch 3/8... Discriminator Loss: 1.5716... Generator Loss: 0.7629 Epoch 3/8... Discriminator Loss: 0.7954... Generator Loss: 1.5803 Epoch 3/8... Discriminator Loss: 1.2953... Generator Loss: 0.6218 Epoch 3/8... Discriminator Loss: 1.4810... Generator Loss: 0.8600 Epoch 3/8... Discriminator Loss: 1.2679... Generator Loss: 0.8604 Epoch 3/8... Discriminator Loss: 0.9928... Generator Loss: 1.3380 Epoch 3/8... Discriminator Loss: 1.4986... Generator Loss: 0.4809
Epoch 3/8... Discriminator Loss: 1.3014... Generator Loss: 0.7902 Epoch 3/8... Discriminator Loss: 1.0235... Generator Loss: 1.2373 Epoch 3/8... Discriminator Loss: 1.3060... Generator Loss: 0.7176 Epoch 3/8... Discriminator Loss: 1.2276... Generator Loss: 0.9244 Epoch 3/8... Discriminator Loss: 1.0803... Generator Loss: 0.8781 Epoch 3/8... Discriminator Loss: 1.1921... Generator Loss: 0.7804 Epoch 3/8... Discriminator Loss: 1.0897... Generator Loss: 0.9200 Epoch 3/8... Discriminator Loss: 1.3697... Generator Loss: 0.7141 Epoch 3/8... Discriminator Loss: 1.2642... Generator Loss: 1.0142 Epoch 3/8... Discriminator Loss: 1.2065... Generator Loss: 0.6837
Epoch 3/8... Discriminator Loss: 0.9845... Generator Loss: 1.1444 Epoch 3/8... Discriminator Loss: 1.1623... Generator Loss: 0.6316 Epoch 3/8... Discriminator Loss: 1.1629... Generator Loss: 1.3200 Epoch 3/8... Discriminator Loss: 1.4775... Generator Loss: 0.5656 Epoch 3/8... Discriminator Loss: 1.1650... Generator Loss: 0.6218 Epoch 3/8... Discriminator Loss: 1.3285... Generator Loss: 0.7750 Epoch 3/8... Discriminator Loss: 0.9622... Generator Loss: 1.1877 Epoch 3/8... Discriminator Loss: 1.2658... Generator Loss: 0.7982 Epoch 3/8... Discriminator Loss: 1.1171... Generator Loss: 0.6764 Epoch 3/8... Discriminator Loss: 0.9201... Generator Loss: 1.3542
Epoch 3/8... Discriminator Loss: 1.3973... Generator Loss: 0.5428 Epoch 3/8... Discriminator Loss: 1.2639... Generator Loss: 0.8712 Epoch 3/8... Discriminator Loss: 1.1086... Generator Loss: 0.7780 Epoch 3/8... Discriminator Loss: 1.2371... Generator Loss: 0.7679 Epoch 3/8... Discriminator Loss: 1.1892... Generator Loss: 0.6792 Epoch 3/8... Discriminator Loss: 1.2402... Generator Loss: 1.2163 Epoch 3/8... Discriminator Loss: 1.3295... Generator Loss: 0.7615 Epoch 3/8... Discriminator Loss: 1.3608... Generator Loss: 0.6640 Epoch 3/8... Discriminator Loss: 1.3387... Generator Loss: 0.6457 Epoch 3/8... Discriminator Loss: 0.7892... Generator Loss: 2.2327
Epoch 3/8... Discriminator Loss: 1.2482... Generator Loss: 0.6658 Epoch 3/8... Discriminator Loss: 1.2188... Generator Loss: 0.6556 Epoch 3/8... Discriminator Loss: 1.2404... Generator Loss: 0.9594 Epoch 3/8... Discriminator Loss: 1.1230... Generator Loss: 0.7228 Epoch 3/8... Discriminator Loss: 1.5307... Generator Loss: 0.4887 Epoch 3/8... Discriminator Loss: 1.1163... Generator Loss: 0.9429 Epoch 3/8... Discriminator Loss: 1.2037... Generator Loss: 0.9473 Epoch 3/8... Discriminator Loss: 1.5882... Generator Loss: 0.5103 Epoch 3/8... Discriminator Loss: 1.2541... Generator Loss: 0.9508 Epoch 3/8... Discriminator Loss: 1.3079... Generator Loss: 0.5974
Epoch 3/8... Discriminator Loss: 1.3832... Generator Loss: 0.5397 Epoch 3/8... Discriminator Loss: 1.1246... Generator Loss: 0.9349 Epoch 3/8... Discriminator Loss: 1.2963... Generator Loss: 0.6628 Epoch 3/8... Discriminator Loss: 1.2817... Generator Loss: 0.7425 Epoch 3/8... Discriminator Loss: 1.4230... Generator Loss: 0.6270 Epoch 3/8... Discriminator Loss: 1.3288... Generator Loss: 0.6395 Epoch 3/8... Discriminator Loss: 1.5761... Generator Loss: 0.5540 Epoch 3/8... Discriminator Loss: 1.2375... Generator Loss: 0.6645 Epoch 3/8... Discriminator Loss: 1.5519... Generator Loss: 0.5126 Epoch 3/8... Discriminator Loss: 1.2825... Generator Loss: 0.6801
Epoch 3/8... Discriminator Loss: 0.8087... Generator Loss: 1.1789 Epoch 3/8... Discriminator Loss: 1.0278... Generator Loss: 1.3909 Epoch 3/8... Discriminator Loss: 1.2653... Generator Loss: 1.1398 Epoch 3/8... Discriminator Loss: 1.3351... Generator Loss: 0.6537 Epoch 3/8... Discriminator Loss: 1.0359... Generator Loss: 1.0693 Epoch 3/8... Discriminator Loss: 1.2542... Generator Loss: 0.8398 Epoch 3/8... Discriminator Loss: 1.4158... Generator Loss: 0.9080 Epoch 3/8... Discriminator Loss: 1.2621... Generator Loss: 0.7671 Epoch 3/8... Discriminator Loss: 1.4520... Generator Loss: 0.5634 Epoch 3/8... Discriminator Loss: 1.3395... Generator Loss: 0.7053
Epoch 3/8... Discriminator Loss: 1.2238... Generator Loss: 0.8259 Epoch 3/8... Discriminator Loss: 1.4215... Generator Loss: 0.5504 Epoch 3/8... Discriminator Loss: 1.4035... Generator Loss: 0.6169 Epoch 3/8... Discriminator Loss: 0.8762... Generator Loss: 1.2323 Epoch 3/8... Discriminator Loss: 1.3288... Generator Loss: 0.6298 Epoch 3/8... Discriminator Loss: 1.3739... Generator Loss: 0.5648 Epoch 3/8... Discriminator Loss: 1.1906... Generator Loss: 0.7976 Epoch 3/8... Discriminator Loss: 1.1350... Generator Loss: 1.3788 Epoch 3/8... Discriminator Loss: 1.1399... Generator Loss: 0.9555 Epoch 3/8... Discriminator Loss: 1.1712... Generator Loss: 0.7630
Epoch 3/8... Discriminator Loss: 1.1078... Generator Loss: 0.9970 Epoch 3/8... Discriminator Loss: 1.1806... Generator Loss: 0.8095 Epoch 3/8... Discriminator Loss: 1.3889... Generator Loss: 0.6746 Epoch 3/8... Discriminator Loss: 1.3205... Generator Loss: 0.8171 Epoch 3/8... Discriminator Loss: 1.1465... Generator Loss: 0.7444 Epoch 3/8... Discriminator Loss: 0.8298... Generator Loss: 1.2414 Epoch 3/8... Discriminator Loss: 1.5184... Generator Loss: 0.7293 Epoch 3/8... Discriminator Loss: 1.1010... Generator Loss: 1.3354 Epoch 3/8... Discriminator Loss: 1.3326... Generator Loss: 0.8577 Epoch 3/8... Discriminator Loss: 1.1501... Generator Loss: 0.9416
Epoch 3/8... Discriminator Loss: 1.4546... Generator Loss: 0.5861 Epoch 3/8... Discriminator Loss: 0.9224... Generator Loss: 1.3381 Epoch 3/8... Discriminator Loss: 1.0108... Generator Loss: 1.0329 Epoch 3/8... Discriminator Loss: 1.2982... Generator Loss: 0.9927 Epoch 3/8... Discriminator Loss: 1.2984... Generator Loss: 1.2552 Epoch 3/8... Discriminator Loss: 1.3476... Generator Loss: 0.7033 Epoch 3/8... Discriminator Loss: 1.3350... Generator Loss: 0.7367 Epoch 3/8... Discriminator Loss: 1.2354... Generator Loss: 0.7527 Epoch 3/8... Discriminator Loss: 1.0791... Generator Loss: 0.7132 Epoch 3/8... Discriminator Loss: 1.1029... Generator Loss: 0.7091
Epoch 3/8... Discriminator Loss: 1.0035... Generator Loss: 1.5224 Epoch 3/8... Discriminator Loss: 1.2834... Generator Loss: 0.7096 Epoch 3/8... Discriminator Loss: 1.2656... Generator Loss: 0.7300 Epoch 3/8... Discriminator Loss: 1.2012... Generator Loss: 0.7883 Epoch 3/8... Discriminator Loss: 1.2513... Generator Loss: 0.7526 Epoch 3/8... Discriminator Loss: 1.1308... Generator Loss: 1.3158 Epoch 3/8... Discriminator Loss: 1.3493... Generator Loss: 0.5058 Epoch 3/8... Discriminator Loss: 1.1398... Generator Loss: 0.7494 Epoch 3/8... Discriminator Loss: 1.1460... Generator Loss: 0.7649 Epoch 3/8... Discriminator Loss: 1.2469... Generator Loss: 0.7067
Epoch 3/8... Discriminator Loss: 1.3991... Generator Loss: 0.6223 Epoch 3/8... Discriminator Loss: 1.2016... Generator Loss: 0.8237 Epoch 3/8... Discriminator Loss: 1.3041... Generator Loss: 0.7235 Epoch 3/8... Discriminator Loss: 1.5146... Generator Loss: 0.5510 Epoch 3/8... Discriminator Loss: 1.2235... Generator Loss: 0.7924 Epoch 3/8... Discriminator Loss: 1.4849... Generator Loss: 0.6626 Epoch 3/8... Discriminator Loss: 1.3497... Generator Loss: 0.6185 Epoch 3/8... Discriminator Loss: 0.9969... Generator Loss: 1.4947 Epoch 3/8... Discriminator Loss: 1.3208... Generator Loss: 0.6641 Epoch 3/8... Discriminator Loss: 1.4675... Generator Loss: 0.5764
Epoch 3/8... Discriminator Loss: 1.1233... Generator Loss: 1.1404 Epoch 3/8... Discriminator Loss: 1.3577... Generator Loss: 0.7476 Epoch 3/8... Discriminator Loss: 1.0043... Generator Loss: 1.0848 Epoch 3/8... Discriminator Loss: 0.9828... Generator Loss: 1.6083 Epoch 3/8... Discriminator Loss: 1.1963... Generator Loss: 0.7722 Epoch 3/8... Discriminator Loss: 1.2264... Generator Loss: 0.8767 Epoch 3/8... Discriminator Loss: 0.9935... Generator Loss: 1.0788 Epoch 3/8... Discriminator Loss: 1.4343... Generator Loss: 0.6054 Epoch 3/8... Discriminator Loss: 1.3742... Generator Loss: 0.5806 Epoch 3/8... Discriminator Loss: 1.3447... Generator Loss: 0.8675
Epoch 3/8... Discriminator Loss: 1.1426... Generator Loss: 1.0144 Epoch 3/8... Discriminator Loss: 1.0941... Generator Loss: 1.1061 Epoch 3/8... Discriminator Loss: 1.4425... Generator Loss: 0.6249 Epoch 3/8... Discriminator Loss: 1.4779... Generator Loss: 0.4993 Epoch 3/8... Discriminator Loss: 1.3883... Generator Loss: 0.5404 Epoch 3/8... Discriminator Loss: 1.1069... Generator Loss: 0.9761 Epoch 3/8... Discriminator Loss: 1.4219... Generator Loss: 0.6969 Epoch 3/8... Discriminator Loss: 1.7985... Generator Loss: 0.4177 Epoch 3/8... Discriminator Loss: 0.8909... Generator Loss: 1.6343 Epoch 3/8... Discriminator Loss: 1.4282... Generator Loss: 0.5689
Epoch 3/8... Discriminator Loss: 1.1661... Generator Loss: 1.1976 Epoch 3/8... Discriminator Loss: 1.1464... Generator Loss: 0.7571 Epoch 3/8... Discriminator Loss: 1.1231... Generator Loss: 0.9197 Epoch 3/8... Discriminator Loss: 1.2467... Generator Loss: 0.9129 Epoch 3/8... Discriminator Loss: 1.0160... Generator Loss: 0.8809 Epoch 3/8... Discriminator Loss: 1.1293... Generator Loss: 0.8851 Epoch 3/8... Discriminator Loss: 1.3787... Generator Loss: 0.6232 Epoch 3/8... Discriminator Loss: 1.1691... Generator Loss: 0.9054 Epoch 3/8... Discriminator Loss: 1.2337... Generator Loss: 0.8596 Epoch 3/8... Discriminator Loss: 1.4606... Generator Loss: 0.6282
Epoch 3/8... Discriminator Loss: 1.3133... Generator Loss: 0.7433 Epoch 3/8... Discriminator Loss: 1.2356... Generator Loss: 0.9712 Epoch 3/8... Discriminator Loss: 1.5450... Generator Loss: 0.6580 Epoch 3/8... Discriminator Loss: 1.2471... Generator Loss: 1.0796 Epoch 3/8... Discriminator Loss: 1.2079... Generator Loss: 0.7640 Epoch 3/8... Discriminator Loss: 1.0070... Generator Loss: 0.9695 Epoch 3/8... Discriminator Loss: 1.3356... Generator Loss: 0.9391 Epoch 3/8... Discriminator Loss: 1.1994... Generator Loss: 0.6480 Epoch 3/8... Discriminator Loss: 1.3717... Generator Loss: 0.7654 Epoch 3/8... Discriminator Loss: 1.1209... Generator Loss: 0.7891
Epoch 3/8... Discriminator Loss: 1.2227... Generator Loss: 0.6638 Epoch 3/8... Discriminator Loss: 1.2565... Generator Loss: 0.8996 Epoch 3/8... Discriminator Loss: 1.0462... Generator Loss: 1.0611 Epoch 3/8... Discriminator Loss: 1.4050... Generator Loss: 0.6874 Epoch 3/8... Discriminator Loss: 1.3739... Generator Loss: 0.7916 Epoch 3/8... Discriminator Loss: 1.3682... Generator Loss: 0.7005 Epoch 3/8... Discriminator Loss: 1.0970... Generator Loss: 0.8414 Epoch 3/8... Discriminator Loss: 1.1478... Generator Loss: 1.1550 Epoch 3/8... Discriminator Loss: 1.4243... Generator Loss: 0.5760 Epoch 3/8... Discriminator Loss: 1.2093... Generator Loss: 0.8695
Epoch 3/8... Discriminator Loss: 1.3834... Generator Loss: 0.6147 Epoch 3/8... Discriminator Loss: 1.3275... Generator Loss: 0.5593 Epoch 3/8... Discriminator Loss: 1.0088... Generator Loss: 0.9776 Epoch 3/8... Discriminator Loss: 1.2787... Generator Loss: 0.6986 Epoch 3/8... Discriminator Loss: 1.2214... Generator Loss: 0.7787 Epoch 3/8... Discriminator Loss: 1.2319... Generator Loss: 0.8448 Epoch 3/8... Discriminator Loss: 1.4063... Generator Loss: 0.5305 Epoch 3/8... Discriminator Loss: 1.1612... Generator Loss: 1.0840 Epoch 3/8... Discriminator Loss: 1.0741... Generator Loss: 0.8959 Epoch 3/8... Discriminator Loss: 1.4328... Generator Loss: 0.6664
Epoch 3/8... Discriminator Loss: 1.4026... Generator Loss: 0.6802 Epoch 3/8... Discriminator Loss: 1.0240... Generator Loss: 0.9650 Epoch 3/8... Discriminator Loss: 1.2809... Generator Loss: 0.8259 Epoch 3/8... Discriminator Loss: 1.4382... Generator Loss: 0.5966 Epoch 3/8... Discriminator Loss: 1.2955... Generator Loss: 0.7330 Epoch 3/8... Discriminator Loss: 1.2241... Generator Loss: 0.7851 Epoch 3/8... Discriminator Loss: 1.2828... Generator Loss: 0.8632 Epoch 3/8... Discriminator Loss: 1.1489... Generator Loss: 0.8707 Epoch 3/8... Discriminator Loss: 1.2795... Generator Loss: 0.6691 Epoch 3/8... Discriminator Loss: 1.2606... Generator Loss: 0.8961
Epoch 3/8... Discriminator Loss: 1.2505... Generator Loss: 0.7822 Epoch 3/8... Discriminator Loss: 1.3130... Generator Loss: 0.5974 Epoch 3/8... Discriminator Loss: 1.3592... Generator Loss: 0.6692 Epoch 3/8... Discriminator Loss: 1.4166... Generator Loss: 0.5193 Epoch 3/8... Discriminator Loss: 1.1017... Generator Loss: 1.0157 Epoch 3/8... Discriminator Loss: 1.4322... Generator Loss: 0.5707 Epoch 3/8... Discriminator Loss: 1.0048... Generator Loss: 1.1410 Epoch 3/8... Discriminator Loss: 1.6481... Generator Loss: 0.5445 Epoch 3/8... Discriminator Loss: 1.4348... Generator Loss: 0.5488 Epoch 3/8... Discriminator Loss: 1.4437... Generator Loss: 0.5076
Epoch 3/8... Discriminator Loss: 1.3096... Generator Loss: 0.6076 Epoch 3/8... Discriminator Loss: 1.2416... Generator Loss: 0.6469 Epoch 3/8... Discriminator Loss: 1.4345... Generator Loss: 0.4918 Epoch 3/8... Discriminator Loss: 1.1433... Generator Loss: 0.7665 Epoch 3/8... Discriminator Loss: 1.2583... Generator Loss: 0.7226 Epoch 3/8... Discriminator Loss: 1.0175... Generator Loss: 1.0033 Epoch 3/8... Discriminator Loss: 1.1822... Generator Loss: 1.1552 Epoch 3/8... Discriminator Loss: 1.2626... Generator Loss: 0.7998 Epoch 3/8... Discriminator Loss: 1.3918... Generator Loss: 0.6181 Epoch 3/8... Discriminator Loss: 1.2762... Generator Loss: 0.7415
Epoch 3/8... Discriminator Loss: 1.1974... Generator Loss: 0.8122 Epoch 3/8... Discriminator Loss: 1.4940... Generator Loss: 0.6163 Epoch 3/8... Discriminator Loss: 1.4337... Generator Loss: 0.5623 Epoch 3/8... Discriminator Loss: 1.0199... Generator Loss: 1.5645 Epoch 3/8... Discriminator Loss: 1.2809... Generator Loss: 0.6158 Epoch 3/8... Discriminator Loss: 1.1690... Generator Loss: 0.7879 Epoch 3/8... Discriminator Loss: 1.1235... Generator Loss: 0.8043 Epoch 3/8... Discriminator Loss: 0.9259... Generator Loss: 1.7079 Epoch 3/8... Discriminator Loss: 0.8692... Generator Loss: 1.2806 Epoch 3/8... Discriminator Loss: 1.1621... Generator Loss: 0.7674
Epoch 3/8... Discriminator Loss: 1.0882... Generator Loss: 0.9548 Epoch 3/8... Discriminator Loss: 1.1503... Generator Loss: 0.8207 Epoch 3/8... Discriminator Loss: 1.3039... Generator Loss: 0.6467 Epoch 3/8... Discriminator Loss: 1.2986... Generator Loss: 0.9957 Epoch 3/8... Discriminator Loss: 1.3553... Generator Loss: 0.6325 Epoch 3/8... Discriminator Loss: 1.2081... Generator Loss: 0.8714 Epoch 3/8... Discriminator Loss: 1.3079... Generator Loss: 0.6661 Epoch 3/8... Discriminator Loss: 1.0406... Generator Loss: 1.0390 Epoch 3/8... Discriminator Loss: 1.4238... Generator Loss: 0.6268 Epoch 3/8... Discriminator Loss: 0.9486... Generator Loss: 1.1395
Epoch 3/8... Discriminator Loss: 1.2027... Generator Loss: 0.7369 Epoch 3/8... Discriminator Loss: 1.0771... Generator Loss: 0.9471 Epoch 3/8... Discriminator Loss: 1.2310... Generator Loss: 0.9512 Epoch 3/8... Discriminator Loss: 1.3013... Generator Loss: 0.6737 Epoch 3/8... Discriminator Loss: 1.3000... Generator Loss: 0.7084 Epoch 3/8... Discriminator Loss: 1.1724... Generator Loss: 0.8141 Epoch 3/8... Discriminator Loss: 1.3012... Generator Loss: 0.8738 Epoch 3/8... Discriminator Loss: 1.3631... Generator Loss: 0.6093 Epoch 3/8... Discriminator Loss: 1.2186... Generator Loss: 1.2769 Epoch 4/8... Discriminator Loss: 1.3667... Generator Loss: 0.6417
Epoch 4/8... Discriminator Loss: 0.9005... Generator Loss: 1.6524 Epoch 4/8... Discriminator Loss: 1.1222... Generator Loss: 0.8174 Epoch 4/8... Discriminator Loss: 1.2935... Generator Loss: 0.5673 Epoch 4/8... Discriminator Loss: 0.9753... Generator Loss: 1.0425 Epoch 4/8... Discriminator Loss: 1.2738... Generator Loss: 0.6329 Epoch 4/8... Discriminator Loss: 1.1764... Generator Loss: 0.8019 Epoch 4/8... Discriminator Loss: 1.0775... Generator Loss: 0.8861 Epoch 4/8... Discriminator Loss: 1.1719... Generator Loss: 0.8052 Epoch 4/8... Discriminator Loss: 1.2525... Generator Loss: 0.7481 Epoch 4/8... Discriminator Loss: 1.0858... Generator Loss: 0.8723
Epoch 4/8... Discriminator Loss: 1.2376... Generator Loss: 0.9608 Epoch 4/8... Discriminator Loss: 1.2818... Generator Loss: 0.7056 Epoch 4/8... Discriminator Loss: 1.3717... Generator Loss: 0.6005 Epoch 4/8... Discriminator Loss: 1.2807... Generator Loss: 0.9240 Epoch 4/8... Discriminator Loss: 1.3742... Generator Loss: 1.0260 Epoch 4/8... Discriminator Loss: 1.3525... Generator Loss: 0.7083 Epoch 4/8... Discriminator Loss: 1.3217... Generator Loss: 0.8548 Epoch 4/8... Discriminator Loss: 1.3109... Generator Loss: 0.7539 Epoch 4/8... Discriminator Loss: 0.9933... Generator Loss: 0.8234 Epoch 4/8... Discriminator Loss: 1.3626... Generator Loss: 0.6611
Epoch 4/8... Discriminator Loss: 1.3705... Generator Loss: 0.8114 Epoch 4/8... Discriminator Loss: 1.2638... Generator Loss: 0.6306 Epoch 4/8... Discriminator Loss: 1.4239... Generator Loss: 0.5842 Epoch 4/8... Discriminator Loss: 1.3541... Generator Loss: 0.8004 Epoch 4/8... Discriminator Loss: 1.4882... Generator Loss: 0.6199 Epoch 4/8... Discriminator Loss: 1.1799... Generator Loss: 0.7851 Epoch 4/8... Discriminator Loss: 1.2590... Generator Loss: 0.7350 Epoch 4/8... Discriminator Loss: 0.9462... Generator Loss: 1.0069 Epoch 4/8... Discriminator Loss: 1.2659... Generator Loss: 0.6457 Epoch 4/8... Discriminator Loss: 1.2455... Generator Loss: 0.6284
Epoch 4/8... Discriminator Loss: 1.2480... Generator Loss: 1.0148 Epoch 4/8... Discriminator Loss: 1.3010... Generator Loss: 0.7174 Epoch 4/8... Discriminator Loss: 1.3121... Generator Loss: 0.9450 Epoch 4/8... Discriminator Loss: 1.4658... Generator Loss: 0.5585 Epoch 4/8... Discriminator Loss: 1.0690... Generator Loss: 1.1617 Epoch 4/8... Discriminator Loss: 1.3890... Generator Loss: 0.7901 Epoch 4/8... Discriminator Loss: 1.1278... Generator Loss: 0.7127 Epoch 4/8... Discriminator Loss: 1.4611... Generator Loss: 0.5445 Epoch 4/8... Discriminator Loss: 1.2152... Generator Loss: 0.7271 Epoch 4/8... Discriminator Loss: 1.1492... Generator Loss: 1.0355
Epoch 4/8... Discriminator Loss: 0.9699... Generator Loss: 1.5684 Epoch 4/8... Discriminator Loss: 1.1321... Generator Loss: 0.9306 Epoch 4/8... Discriminator Loss: 1.2121... Generator Loss: 0.5916 Epoch 4/8... Discriminator Loss: 1.1137... Generator Loss: 1.1617 Epoch 4/8... Discriminator Loss: 0.9510... Generator Loss: 1.2627 Epoch 4/8... Discriminator Loss: 1.2437... Generator Loss: 0.8852 Epoch 4/8... Discriminator Loss: 1.1962... Generator Loss: 0.7320 Epoch 4/8... Discriminator Loss: 0.8612... Generator Loss: 1.5695 Epoch 4/8... Discriminator Loss: 1.0244... Generator Loss: 0.8746 Epoch 4/8... Discriminator Loss: 1.3550... Generator Loss: 0.9594
Epoch 4/8... Discriminator Loss: 1.4175... Generator Loss: 0.6323 Epoch 4/8... Discriminator Loss: 1.3094... Generator Loss: 0.6776 Epoch 4/8... Discriminator Loss: 1.0674... Generator Loss: 0.9274 Epoch 4/8... Discriminator Loss: 1.4269... Generator Loss: 1.0734 Epoch 4/8... Discriminator Loss: 1.2005... Generator Loss: 0.7656 Epoch 4/8... Discriminator Loss: 1.5132... Generator Loss: 0.5697 Epoch 4/8... Discriminator Loss: 1.3332... Generator Loss: 0.7675 Epoch 4/8... Discriminator Loss: 1.2265... Generator Loss: 0.8082 Epoch 4/8... Discriminator Loss: 1.2496... Generator Loss: 0.7880 Epoch 4/8... Discriminator Loss: 0.8164... Generator Loss: 1.2871
Epoch 4/8... Discriminator Loss: 1.3961... Generator Loss: 0.5763 Epoch 4/8... Discriminator Loss: 1.4966... Generator Loss: 0.6060 Epoch 4/8... Discriminator Loss: 0.8770... Generator Loss: 1.2032 Epoch 4/8... Discriminator Loss: 1.4766... Generator Loss: 0.7099 Epoch 4/8... Discriminator Loss: 1.2588... Generator Loss: 0.7647 Epoch 4/8... Discriminator Loss: 1.2232... Generator Loss: 0.6540 Epoch 4/8... Discriminator Loss: 1.3848... Generator Loss: 0.5000 Epoch 4/8... Discriminator Loss: 1.1775... Generator Loss: 0.6763 Epoch 4/8... Discriminator Loss: 1.0684... Generator Loss: 1.3399 Epoch 4/8... Discriminator Loss: 1.3196... Generator Loss: 1.0184
Epoch 4/8... Discriminator Loss: 1.4808... Generator Loss: 0.4362 Epoch 4/8... Discriminator Loss: 1.5707... Generator Loss: 0.6050 Epoch 4/8... Discriminator Loss: 0.9654... Generator Loss: 1.1558 Epoch 4/8... Discriminator Loss: 1.1208... Generator Loss: 0.6998 Epoch 4/8... Discriminator Loss: 1.0841... Generator Loss: 1.1684 Epoch 4/8... Discriminator Loss: 1.2953... Generator Loss: 0.7596 Epoch 4/8... Discriminator Loss: 1.1775... Generator Loss: 0.9093 Epoch 4/8... Discriminator Loss: 1.0027... Generator Loss: 1.1086 Epoch 4/8... Discriminator Loss: 1.0615... Generator Loss: 0.8883 Epoch 4/8... Discriminator Loss: 0.9305... Generator Loss: 1.5753
Epoch 4/8... Discriminator Loss: 1.3428... Generator Loss: 0.6895 Epoch 4/8... Discriminator Loss: 1.2958... Generator Loss: 0.5479 Epoch 4/8... Discriminator Loss: 1.1074... Generator Loss: 0.8334 Epoch 4/8... Discriminator Loss: 1.2770... Generator Loss: 0.6698 Epoch 4/8... Discriminator Loss: 1.3173... Generator Loss: 0.6284 Epoch 4/8... Discriminator Loss: 1.4918... Generator Loss: 0.6795 Epoch 4/8... Discriminator Loss: 1.4440... Generator Loss: 0.9515 Epoch 4/8... Discriminator Loss: 0.8551... Generator Loss: 1.5211 Epoch 4/8... Discriminator Loss: 1.0285... Generator Loss: 1.2717 Epoch 4/8... Discriminator Loss: 1.4493... Generator Loss: 0.5373
Epoch 4/8... Discriminator Loss: 1.2192... Generator Loss: 0.8796 Epoch 4/8... Discriminator Loss: 1.3287... Generator Loss: 0.6615 Epoch 4/8... Discriminator Loss: 1.3702... Generator Loss: 0.7948 Epoch 4/8... Discriminator Loss: 1.0187... Generator Loss: 1.0556 Epoch 4/8... Discriminator Loss: 1.3250... Generator Loss: 0.7606 Epoch 4/8... Discriminator Loss: 1.1266... Generator Loss: 0.9665 Epoch 4/8... Discriminator Loss: 0.9462... Generator Loss: 1.8016 Epoch 4/8... Discriminator Loss: 1.0723... Generator Loss: 0.9599 Epoch 4/8... Discriminator Loss: 1.0922... Generator Loss: 0.7612 Epoch 4/8... Discriminator Loss: 0.8776... Generator Loss: 1.7516
Epoch 4/8... Discriminator Loss: 1.2082... Generator Loss: 1.1515 Epoch 4/8... Discriminator Loss: 0.8779... Generator Loss: 1.0588 Epoch 4/8... Discriminator Loss: 1.1711... Generator Loss: 0.6600 Epoch 4/8... Discriminator Loss: 1.4815... Generator Loss: 0.6797 Epoch 4/8... Discriminator Loss: 1.5474... Generator Loss: 0.5945 Epoch 4/8... Discriminator Loss: 1.0600... Generator Loss: 1.0142 Epoch 4/8... Discriminator Loss: 1.2185... Generator Loss: 0.7700 Epoch 4/8... Discriminator Loss: 1.1756... Generator Loss: 0.7879 Epoch 4/8... Discriminator Loss: 1.3004... Generator Loss: 0.8375 Epoch 4/8... Discriminator Loss: 1.1404... Generator Loss: 0.9468
Epoch 4/8... Discriminator Loss: 1.1532... Generator Loss: 0.7145 Epoch 4/8... Discriminator Loss: 1.2453... Generator Loss: 0.7088 Epoch 4/8... Discriminator Loss: 1.2255... Generator Loss: 0.6777 Epoch 4/8... Discriminator Loss: 1.3978... Generator Loss: 0.6025 Epoch 4/8... Discriminator Loss: 1.3126... Generator Loss: 0.6260 Epoch 4/8... Discriminator Loss: 1.2380... Generator Loss: 0.9531 Epoch 4/8... Discriminator Loss: 1.1600... Generator Loss: 0.7934 Epoch 4/8... Discriminator Loss: 1.1654... Generator Loss: 0.9952 Epoch 4/8... Discriminator Loss: 1.2720... Generator Loss: 0.7253 Epoch 4/8... Discriminator Loss: 1.2798... Generator Loss: 0.6974
Epoch 4/8... Discriminator Loss: 0.8792... Generator Loss: 1.4876 Epoch 4/8... Discriminator Loss: 0.9184... Generator Loss: 1.1946 Epoch 4/8... Discriminator Loss: 0.9420... Generator Loss: 1.7146 Epoch 4/8... Discriminator Loss: 1.3268... Generator Loss: 0.8569 Epoch 4/8... Discriminator Loss: 1.1702... Generator Loss: 0.9175 Epoch 4/8... Discriminator Loss: 0.9564... Generator Loss: 1.1153 Epoch 4/8... Discriminator Loss: 1.1782... Generator Loss: 0.8198 Epoch 4/8... Discriminator Loss: 1.3327... Generator Loss: 1.1370 Epoch 4/8... Discriminator Loss: 1.2315... Generator Loss: 0.9176 Epoch 4/8... Discriminator Loss: 1.0118... Generator Loss: 1.5246
Epoch 4/8... Discriminator Loss: 1.4034... Generator Loss: 0.5431 Epoch 4/8... Discriminator Loss: 1.3060... Generator Loss: 0.6716 Epoch 4/8... Discriminator Loss: 1.0908... Generator Loss: 1.2028 Epoch 4/8... Discriminator Loss: 1.0260... Generator Loss: 1.3810 Epoch 4/8... Discriminator Loss: 1.4189... Generator Loss: 0.6530 Epoch 4/8... Discriminator Loss: 1.1811... Generator Loss: 0.9095 Epoch 4/8... Discriminator Loss: 1.3087... Generator Loss: 0.6074 Epoch 4/8... Discriminator Loss: 0.7821... Generator Loss: 1.7671 Epoch 4/8... Discriminator Loss: 1.2649... Generator Loss: 0.7967 Epoch 4/8... Discriminator Loss: 1.5630... Generator Loss: 0.4706
Epoch 4/8... Discriminator Loss: 1.1872... Generator Loss: 0.8893 Epoch 4/8... Discriminator Loss: 1.1647... Generator Loss: 0.9506 Epoch 4/8... Discriminator Loss: 1.0672... Generator Loss: 0.8890 Epoch 4/8... Discriminator Loss: 1.2642... Generator Loss: 0.6481 Epoch 4/8... Discriminator Loss: 1.2701... Generator Loss: 0.6866 Epoch 4/8... Discriminator Loss: 1.2166... Generator Loss: 0.9032 Epoch 4/8... Discriminator Loss: 1.4112... Generator Loss: 0.5355 Epoch 4/8... Discriminator Loss: 1.2695... Generator Loss: 0.7598 Epoch 4/8... Discriminator Loss: 1.4623... Generator Loss: 0.6694 Epoch 4/8... Discriminator Loss: 1.2521... Generator Loss: 0.7841
Epoch 4/8... Discriminator Loss: 1.4847... Generator Loss: 0.5787 Epoch 4/8... Discriminator Loss: 1.3382... Generator Loss: 0.5419 Epoch 4/8... Discriminator Loss: 1.3791... Generator Loss: 0.8033 Epoch 4/8... Discriminator Loss: 1.0601... Generator Loss: 0.8675 Epoch 4/8... Discriminator Loss: 1.2865... Generator Loss: 0.7019 Epoch 4/8... Discriminator Loss: 1.0066... Generator Loss: 0.9742 Epoch 4/8... Discriminator Loss: 1.0423... Generator Loss: 0.9362 Epoch 4/8... Discriminator Loss: 1.2059... Generator Loss: 1.0483 Epoch 4/8... Discriminator Loss: 0.9561... Generator Loss: 1.1854 Epoch 4/8... Discriminator Loss: 1.3382... Generator Loss: 0.7211
Epoch 4/8... Discriminator Loss: 1.1661... Generator Loss: 0.8323 Epoch 4/8... Discriminator Loss: 1.4012... Generator Loss: 0.6478 Epoch 4/8... Discriminator Loss: 1.2919... Generator Loss: 0.6415 Epoch 4/8... Discriminator Loss: 1.3955... Generator Loss: 0.5823 Epoch 4/8... Discriminator Loss: 1.5898... Generator Loss: 0.4704 Epoch 4/8... Discriminator Loss: 1.4046... Generator Loss: 0.6469 Epoch 4/8... Discriminator Loss: 1.1943... Generator Loss: 1.0157 Epoch 4/8... Discriminator Loss: 1.3933... Generator Loss: 0.6737 Epoch 4/8... Discriminator Loss: 1.1197... Generator Loss: 0.9238 Epoch 4/8... Discriminator Loss: 1.1565... Generator Loss: 0.8078
Epoch 4/8... Discriminator Loss: 1.1528... Generator Loss: 1.0318 Epoch 4/8... Discriminator Loss: 1.2157... Generator Loss: 1.0558 Epoch 4/8... Discriminator Loss: 1.2131... Generator Loss: 0.7387 Epoch 4/8... Discriminator Loss: 1.1208... Generator Loss: 1.1231 Epoch 4/8... Discriminator Loss: 1.1865... Generator Loss: 0.7338 Epoch 4/8... Discriminator Loss: 1.2510... Generator Loss: 0.7845 Epoch 4/8... Discriminator Loss: 1.3722... Generator Loss: 0.5240 Epoch 4/8... Discriminator Loss: 1.2826... Generator Loss: 0.7529 Epoch 4/8... Discriminator Loss: 0.9233... Generator Loss: 1.4492 Epoch 4/8... Discriminator Loss: 1.3262... Generator Loss: 0.6211
Epoch 4/8... Discriminator Loss: 1.2310... Generator Loss: 0.7473 Epoch 4/8... Discriminator Loss: 1.3765... Generator Loss: 0.6373 Epoch 4/8... Discriminator Loss: 1.6046... Generator Loss: 0.4880 Epoch 4/8... Discriminator Loss: 1.3799... Generator Loss: 0.5869 Epoch 4/8... Discriminator Loss: 1.1994... Generator Loss: 0.8608 Epoch 4/8... Discriminator Loss: 1.3539... Generator Loss: 0.5401 Epoch 4/8... Discriminator Loss: 1.2166... Generator Loss: 0.9954 Epoch 4/8... Discriminator Loss: 1.2557... Generator Loss: 0.8090 Epoch 4/8... Discriminator Loss: 1.0767... Generator Loss: 1.1551 Epoch 4/8... Discriminator Loss: 1.0351... Generator Loss: 1.0929
Epoch 4/8... Discriminator Loss: 1.1295... Generator Loss: 0.8689 Epoch 4/8... Discriminator Loss: 1.1991... Generator Loss: 0.7332 Epoch 4/8... Discriminator Loss: 1.1268... Generator Loss: 0.7107 Epoch 4/8... Discriminator Loss: 1.2533... Generator Loss: 0.7586 Epoch 4/8... Discriminator Loss: 1.2568... Generator Loss: 0.7476 Epoch 4/8... Discriminator Loss: 1.1501... Generator Loss: 0.9372 Epoch 4/8... Discriminator Loss: 1.4946... Generator Loss: 0.5652 Epoch 4/8... Discriminator Loss: 1.3122... Generator Loss: 0.6022 Epoch 4/8... Discriminator Loss: 1.2235... Generator Loss: 0.7774 Epoch 4/8... Discriminator Loss: 0.9844... Generator Loss: 1.2880
Epoch 4/8... Discriminator Loss: 1.1820... Generator Loss: 0.7580 Epoch 4/8... Discriminator Loss: 1.1972... Generator Loss: 0.7838 Epoch 4/8... Discriminator Loss: 1.0698... Generator Loss: 1.1562 Epoch 4/8... Discriminator Loss: 0.9247... Generator Loss: 1.3706 Epoch 4/8... Discriminator Loss: 1.1150... Generator Loss: 0.9019 Epoch 4/8... Discriminator Loss: 1.2049... Generator Loss: 0.7648 Epoch 4/8... Discriminator Loss: 1.2994... Generator Loss: 0.8282 Epoch 4/8... Discriminator Loss: 0.9720... Generator Loss: 0.9902 Epoch 4/8... Discriminator Loss: 1.2097... Generator Loss: 0.8184 Epoch 4/8... Discriminator Loss: 1.1234... Generator Loss: 0.8466
Epoch 4/8... Discriminator Loss: 1.3448... Generator Loss: 0.6214 Epoch 4/8... Discriminator Loss: 1.1899... Generator Loss: 0.7928 Epoch 4/8... Discriminator Loss: 1.3546... Generator Loss: 0.4963 Epoch 4/8... Discriminator Loss: 1.5156... Generator Loss: 0.5154 Epoch 4/8... Discriminator Loss: 1.0456... Generator Loss: 0.8503 Epoch 4/8... Discriminator Loss: 1.4097... Generator Loss: 0.6043 Epoch 4/8... Discriminator Loss: 1.3055... Generator Loss: 0.7033 Epoch 4/8... Discriminator Loss: 1.4679... Generator Loss: 0.5135 Epoch 4/8... Discriminator Loss: 0.9495... Generator Loss: 1.0869 Epoch 4/8... Discriminator Loss: 1.2328... Generator Loss: 0.7988
Epoch 4/8... Discriminator Loss: 1.1535... Generator Loss: 0.8932 Epoch 4/8... Discriminator Loss: 1.2520... Generator Loss: 0.6323 Epoch 4/8... Discriminator Loss: 1.3466... Generator Loss: 0.5507 Epoch 4/8... Discriminator Loss: 1.3344... Generator Loss: 0.5966 Epoch 4/8... Discriminator Loss: 1.0497... Generator Loss: 0.9813 Epoch 4/8... Discriminator Loss: 1.4529... Generator Loss: 0.5875 Epoch 4/8... Discriminator Loss: 1.2473... Generator Loss: 0.8306 Epoch 4/8... Discriminator Loss: 1.1407... Generator Loss: 0.8101 Epoch 4/8... Discriminator Loss: 1.2768... Generator Loss: 0.6272 Epoch 4/8... Discriminator Loss: 1.3362... Generator Loss: 0.6582
Epoch 4/8... Discriminator Loss: 1.2466... Generator Loss: 0.7121 Epoch 4/8... Discriminator Loss: 1.1383... Generator Loss: 0.7700 Epoch 4/8... Discriminator Loss: 1.2889... Generator Loss: 0.8006 Epoch 4/8... Discriminator Loss: 0.9404... Generator Loss: 1.0755 Epoch 4/8... Discriminator Loss: 1.2562... Generator Loss: 0.7089 Epoch 4/8... Discriminator Loss: 1.2558... Generator Loss: 0.7581 Epoch 4/8... Discriminator Loss: 1.2935... Generator Loss: 0.7897 Epoch 4/8... Discriminator Loss: 1.3969... Generator Loss: 0.6665 Epoch 4/8... Discriminator Loss: 1.0211... Generator Loss: 1.5068 Epoch 4/8... Discriminator Loss: 1.5466... Generator Loss: 0.4434
Epoch 4/8... Discriminator Loss: 1.0389... Generator Loss: 1.1059 Epoch 4/8... Discriminator Loss: 1.3161... Generator Loss: 0.8053 Epoch 4/8... Discriminator Loss: 1.2079... Generator Loss: 0.7817 Epoch 4/8... Discriminator Loss: 1.1964... Generator Loss: 0.7579 Epoch 4/8... Discriminator Loss: 1.0231... Generator Loss: 0.9698 Epoch 4/8... Discriminator Loss: 1.2832... Generator Loss: 0.6195 Epoch 4/8... Discriminator Loss: 1.1174... Generator Loss: 0.8214 Epoch 4/8... Discriminator Loss: 1.2516... Generator Loss: 0.7370 Epoch 4/8... Discriminator Loss: 1.1886... Generator Loss: 0.9576 Epoch 4/8... Discriminator Loss: 1.1972... Generator Loss: 0.7335
Epoch 4/8... Discriminator Loss: 1.2557... Generator Loss: 0.8094 Epoch 4/8... Discriminator Loss: 1.2615... Generator Loss: 0.8399 Epoch 4/8... Discriminator Loss: 1.4844... Generator Loss: 0.7947 Epoch 4/8... Discriminator Loss: 1.1312... Generator Loss: 0.8831 Epoch 4/8... Discriminator Loss: 1.1535... Generator Loss: 0.8248 Epoch 4/8... Discriminator Loss: 1.0504... Generator Loss: 1.0256 Epoch 4/8... Discriminator Loss: 1.3946... Generator Loss: 0.6443 Epoch 4/8... Discriminator Loss: 1.0689... Generator Loss: 0.9211 Epoch 4/8... Discriminator Loss: 1.4060... Generator Loss: 0.7996 Epoch 4/8... Discriminator Loss: 1.3341... Generator Loss: 0.6085
Epoch 4/8... Discriminator Loss: 1.4338... Generator Loss: 0.5835 Epoch 4/8... Discriminator Loss: 1.4472... Generator Loss: 0.7469 Epoch 4/8... Discriminator Loss: 1.4879... Generator Loss: 0.5422 Epoch 4/8... Discriminator Loss: 1.2700... Generator Loss: 0.8167 Epoch 4/8... Discriminator Loss: 1.5870... Generator Loss: 0.4594 Epoch 4/8... Discriminator Loss: 1.1797... Generator Loss: 0.8617 Epoch 4/8... Discriminator Loss: 1.2582... Generator Loss: 0.8980 Epoch 4/8... Discriminator Loss: 1.0689... Generator Loss: 1.1212 Epoch 4/8... Discriminator Loss: 1.1864... Generator Loss: 0.8536 Epoch 4/8... Discriminator Loss: 1.3954... Generator Loss: 0.6887
Epoch 4/8... Discriminator Loss: 1.4007... Generator Loss: 0.6117 Epoch 4/8... Discriminator Loss: 1.3421... Generator Loss: 0.5155 Epoch 4/8... Discriminator Loss: 1.2656... Generator Loss: 0.6641 Epoch 4/8... Discriminator Loss: 1.4542... Generator Loss: 0.6185 Epoch 4/8... Discriminator Loss: 1.2401... Generator Loss: 0.8931 Epoch 4/8... Discriminator Loss: 1.3498... Generator Loss: 0.6904 Epoch 4/8... Discriminator Loss: 1.5169... Generator Loss: 0.4544 Epoch 4/8... Discriminator Loss: 1.2149... Generator Loss: 0.7224 Epoch 4/8... Discriminator Loss: 1.4894... Generator Loss: 0.5808 Epoch 4/8... Discriminator Loss: 1.2583... Generator Loss: 1.0547
Epoch 4/8... Discriminator Loss: 1.3006... Generator Loss: 0.6035 Epoch 4/8... Discriminator Loss: 1.3260... Generator Loss: 1.2980 Epoch 4/8... Discriminator Loss: 0.9639... Generator Loss: 1.5777 Epoch 4/8... Discriminator Loss: 1.2556... Generator Loss: 0.7206 Epoch 4/8... Discriminator Loss: 1.3087... Generator Loss: 0.7321 Epoch 4/8... Discriminator Loss: 0.8860... Generator Loss: 1.4616 Epoch 4/8... Discriminator Loss: 1.2468... Generator Loss: 0.8669 Epoch 4/8... Discriminator Loss: 1.0521... Generator Loss: 1.1745 Epoch 4/8... Discriminator Loss: 1.2791... Generator Loss: 0.7398 Epoch 4/8... Discriminator Loss: 1.1841... Generator Loss: 0.8235
Epoch 4/8... Discriminator Loss: 1.3922... Generator Loss: 0.5949 Epoch 4/8... Discriminator Loss: 1.3461... Generator Loss: 0.5586 Epoch 4/8... Discriminator Loss: 1.4522... Generator Loss: 0.6753 Epoch 4/8... Discriminator Loss: 0.9701... Generator Loss: 1.3150 Epoch 4/8... Discriminator Loss: 1.1816... Generator Loss: 0.8941 Epoch 4/8... Discriminator Loss: 1.1945... Generator Loss: 0.7176 Epoch 4/8... Discriminator Loss: 1.1188... Generator Loss: 1.0761 Epoch 4/8... Discriminator Loss: 1.1511... Generator Loss: 0.7760 Epoch 4/8... Discriminator Loss: 1.2055... Generator Loss: 0.7656 Epoch 4/8... Discriminator Loss: 1.6003... Generator Loss: 0.4750
Epoch 4/8... Discriminator Loss: 1.1395... Generator Loss: 1.5214 Epoch 4/8... Discriminator Loss: 1.5039... Generator Loss: 0.5510 Epoch 4/8... Discriminator Loss: 1.2591... Generator Loss: 0.9045 Epoch 4/8... Discriminator Loss: 1.2337... Generator Loss: 0.8282 Epoch 4/8... Discriminator Loss: 1.2909... Generator Loss: 0.7042 Epoch 4/8... Discriminator Loss: 1.2687... Generator Loss: 0.9510 Epoch 4/8... Discriminator Loss: 1.2550... Generator Loss: 0.8677 Epoch 4/8... Discriminator Loss: 0.9073... Generator Loss: 1.3248 Epoch 4/8... Discriminator Loss: 1.4791... Generator Loss: 0.5507 Epoch 4/8... Discriminator Loss: 1.3306... Generator Loss: 0.6362
Epoch 4/8... Discriminator Loss: 1.4644... Generator Loss: 0.6214 Epoch 4/8... Discriminator Loss: 1.2577... Generator Loss: 0.7767 Epoch 4/8... Discriminator Loss: 1.4774... Generator Loss: 0.5425 Epoch 4/8... Discriminator Loss: 1.4499... Generator Loss: 0.8287 Epoch 4/8... Discriminator Loss: 0.8742... Generator Loss: 1.3910 Epoch 4/8... Discriminator Loss: 1.3183... Generator Loss: 0.6238 Epoch 4/8... Discriminator Loss: 1.2706... Generator Loss: 0.6989 Epoch 4/8... Discriminator Loss: 1.4340... Generator Loss: 0.7467 Epoch 4/8... Discriminator Loss: 1.5526... Generator Loss: 0.5555 Epoch 4/8... Discriminator Loss: 1.4220... Generator Loss: 0.6904
Epoch 4/8... Discriminator Loss: 1.2280... Generator Loss: 0.6870 Epoch 4/8... Discriminator Loss: 1.3364... Generator Loss: 0.5815 Epoch 4/8... Discriminator Loss: 1.1246... Generator Loss: 1.1985 Epoch 4/8... Discriminator Loss: 1.1739... Generator Loss: 0.7346 Epoch 4/8... Discriminator Loss: 1.5590... Generator Loss: 0.4548 Epoch 4/8... Discriminator Loss: 1.4338... Generator Loss: 0.5765 Epoch 4/8... Discriminator Loss: 1.3281... Generator Loss: 0.6620 Epoch 4/8... Discriminator Loss: 1.4539... Generator Loss: 0.4808 Epoch 4/8... Discriminator Loss: 1.3175... Generator Loss: 0.5946 Epoch 4/8... Discriminator Loss: 1.1488... Generator Loss: 0.9801
Epoch 4/8... Discriminator Loss: 1.3432... Generator Loss: 0.8026 Epoch 4/8... Discriminator Loss: 1.0805... Generator Loss: 1.5898 Epoch 4/8... Discriminator Loss: 1.1292... Generator Loss: 1.1555 Epoch 4/8... Discriminator Loss: 1.0172... Generator Loss: 1.0475 Epoch 4/8... Discriminator Loss: 1.4223... Generator Loss: 1.0286 Epoch 4/8... Discriminator Loss: 1.2173... Generator Loss: 0.7010 Epoch 4/8... Discriminator Loss: 1.0662... Generator Loss: 1.0581 Epoch 4/8... Discriminator Loss: 1.2650... Generator Loss: 0.8921 Epoch 4/8... Discriminator Loss: 1.4812... Generator Loss: 0.5781 Epoch 4/8... Discriminator Loss: 1.4057... Generator Loss: 0.6386
Epoch 4/8... Discriminator Loss: 1.3761... Generator Loss: 0.5111 Epoch 4/8... Discriminator Loss: 1.2450... Generator Loss: 0.9914 Epoch 4/8... Discriminator Loss: 1.4104... Generator Loss: 0.5799 Epoch 4/8... Discriminator Loss: 1.4231... Generator Loss: 0.6505 Epoch 4/8... Discriminator Loss: 1.2970... Generator Loss: 0.6531 Epoch 4/8... Discriminator Loss: 1.1155... Generator Loss: 1.4068 Epoch 4/8... Discriminator Loss: 1.2148... Generator Loss: 0.7831 Epoch 4/8... Discriminator Loss: 0.8963... Generator Loss: 1.1531 Epoch 4/8... Discriminator Loss: 1.5337... Generator Loss: 0.6075 Epoch 4/8... Discriminator Loss: 1.5788... Generator Loss: 0.4447
Epoch 4/8... Discriminator Loss: 1.3892... Generator Loss: 0.6722 Epoch 4/8... Discriminator Loss: 1.2859... Generator Loss: 0.6906 Epoch 4/8... Discriminator Loss: 1.3655... Generator Loss: 0.6615 Epoch 4/8... Discriminator Loss: 1.1936... Generator Loss: 0.9147 Epoch 4/8... Discriminator Loss: 1.3599... Generator Loss: 0.6824 Epoch 4/8... Discriminator Loss: 1.0303... Generator Loss: 1.1705 Epoch 4/8... Discriminator Loss: 1.4919... Generator Loss: 0.5064 Epoch 4/8... Discriminator Loss: 1.4498... Generator Loss: 0.6376 Epoch 4/8... Discriminator Loss: 0.9671... Generator Loss: 0.9939 Epoch 4/8... Discriminator Loss: 1.1355... Generator Loss: 0.9618
Epoch 4/8... Discriminator Loss: 1.1846... Generator Loss: 0.7270 Epoch 4/8... Discriminator Loss: 1.4787... Generator Loss: 0.5375 Epoch 4/8... Discriminator Loss: 0.9581... Generator Loss: 0.9323 Epoch 4/8... Discriminator Loss: 1.2207... Generator Loss: 0.8391 Epoch 4/8... Discriminator Loss: 1.0943... Generator Loss: 1.0068 Epoch 4/8... Discriminator Loss: 1.3002... Generator Loss: 0.7853 Epoch 4/8... Discriminator Loss: 1.3097... Generator Loss: 0.5863 Epoch 4/8... Discriminator Loss: 1.1900... Generator Loss: 0.7239 Epoch 4/8... Discriminator Loss: 1.1182... Generator Loss: 0.6972 Epoch 4/8... Discriminator Loss: 0.8077... Generator Loss: 1.3986
Epoch 4/8... Discriminator Loss: 1.0728... Generator Loss: 0.8990 Epoch 4/8... Discriminator Loss: 1.1962... Generator Loss: 1.2147 Epoch 4/8... Discriminator Loss: 1.2139... Generator Loss: 0.9718 Epoch 4/8... Discriminator Loss: 1.0709... Generator Loss: 1.3208 Epoch 4/8... Discriminator Loss: 1.1937... Generator Loss: 0.7390 Epoch 4/8... Discriminator Loss: 1.1625... Generator Loss: 0.8853 Epoch 4/8... Discriminator Loss: 1.3715... Generator Loss: 0.6864 Epoch 4/8... Discriminator Loss: 1.4065... Generator Loss: 0.6849 Epoch 4/8... Discriminator Loss: 1.1422... Generator Loss: 0.8790 Epoch 4/8... Discriminator Loss: 1.2439... Generator Loss: 0.7055
Epoch 4/8... Discriminator Loss: 1.2408... Generator Loss: 0.9452 Epoch 4/8... Discriminator Loss: 1.1515... Generator Loss: 0.8835 Epoch 4/8... Discriminator Loss: 1.2472... Generator Loss: 1.0000 Epoch 4/8... Discriminator Loss: 1.1340... Generator Loss: 0.9371 Epoch 4/8... Discriminator Loss: 0.9774... Generator Loss: 1.5374 Epoch 4/8... Discriminator Loss: 1.3473... Generator Loss: 0.6511 Epoch 4/8... Discriminator Loss: 1.3625... Generator Loss: 0.6278 Epoch 4/8... Discriminator Loss: 1.3336... Generator Loss: 0.6216 Epoch 4/8... Discriminator Loss: 1.2087... Generator Loss: 0.7982 Epoch 4/8... Discriminator Loss: 1.4646... Generator Loss: 0.5729
Epoch 4/8... Discriminator Loss: 0.9915... Generator Loss: 1.1324 Epoch 4/8... Discriminator Loss: 1.1635... Generator Loss: 0.8102 Epoch 4/8... Discriminator Loss: 1.2504... Generator Loss: 0.7925 Epoch 4/8... Discriminator Loss: 1.3612... Generator Loss: 0.5280 Epoch 4/8... Discriminator Loss: 1.0138... Generator Loss: 1.3744 Epoch 4/8... Discriminator Loss: 1.3707... Generator Loss: 0.5787 Epoch 4/8... Discriminator Loss: 1.5008... Generator Loss: 0.6661 Epoch 4/8... Discriminator Loss: 1.0945... Generator Loss: 0.9523 Epoch 4/8... Discriminator Loss: 1.2857... Generator Loss: 0.8678 Epoch 4/8... Discriminator Loss: 1.0148... Generator Loss: 0.9790
Epoch 4/8... Discriminator Loss: 1.3493... Generator Loss: 0.6754 Epoch 4/8... Discriminator Loss: 1.1136... Generator Loss: 0.9601 Epoch 4/8... Discriminator Loss: 1.2010... Generator Loss: 0.6578 Epoch 4/8... Discriminator Loss: 1.2571... Generator Loss: 0.6469 Epoch 4/8... Discriminator Loss: 1.5219... Generator Loss: 0.5305 Epoch 4/8... Discriminator Loss: 1.2292... Generator Loss: 0.8463 Epoch 4/8... Discriminator Loss: 1.3089... Generator Loss: 0.6684 Epoch 4/8... Discriminator Loss: 1.2270... Generator Loss: 0.5915 Epoch 4/8... Discriminator Loss: 1.2799... Generator Loss: 0.6547 Epoch 4/8... Discriminator Loss: 1.2277... Generator Loss: 0.6336
Epoch 4/8... Discriminator Loss: 1.1562... Generator Loss: 0.8796 Epoch 4/8... Discriminator Loss: 1.0028... Generator Loss: 1.0101 Epoch 4/8... Discriminator Loss: 1.2529... Generator Loss: 0.7098 Epoch 4/8... Discriminator Loss: 1.2856... Generator Loss: 0.6463 Epoch 4/8... Discriminator Loss: 1.0695... Generator Loss: 0.9737 Epoch 4/8... Discriminator Loss: 1.3185... Generator Loss: 0.6260 Epoch 4/8... Discriminator Loss: 1.1459... Generator Loss: 0.8365 Epoch 4/8... Discriminator Loss: 1.0070... Generator Loss: 1.0909 Epoch 4/8... Discriminator Loss: 1.4071... Generator Loss: 0.5029 Epoch 4/8... Discriminator Loss: 1.0999... Generator Loss: 1.0927
Epoch 4/8... Discriminator Loss: 1.4324... Generator Loss: 0.9611 Epoch 4/8... Discriminator Loss: 1.2000... Generator Loss: 1.0381 Epoch 4/8... Discriminator Loss: 1.1900... Generator Loss: 0.7461 Epoch 4/8... Discriminator Loss: 1.0225... Generator Loss: 1.1029 Epoch 4/8... Discriminator Loss: 1.0054... Generator Loss: 1.2407 Epoch 4/8... Discriminator Loss: 1.2161... Generator Loss: 0.6346 Epoch 4/8... Discriminator Loss: 1.1472... Generator Loss: 0.7500 Epoch 4/8... Discriminator Loss: 1.2881... Generator Loss: 0.6708 Epoch 4/8... Discriminator Loss: 1.5847... Generator Loss: 0.5353 Epoch 4/8... Discriminator Loss: 1.1712... Generator Loss: 0.8113
Epoch 4/8... Discriminator Loss: 1.4957... Generator Loss: 0.4860 Epoch 4/8... Discriminator Loss: 1.1682... Generator Loss: 0.9633 Epoch 4/8... Discriminator Loss: 1.4158... Generator Loss: 0.6410 Epoch 4/8... Discriminator Loss: 1.1809... Generator Loss: 0.8832 Epoch 4/8... Discriminator Loss: 1.2714... Generator Loss: 0.8035 Epoch 4/8... Discriminator Loss: 1.4112... Generator Loss: 0.5429 Epoch 4/8... Discriminator Loss: 1.4067... Generator Loss: 0.5844 Epoch 4/8... Discriminator Loss: 1.5364... Generator Loss: 0.4575 Epoch 4/8... Discriminator Loss: 1.1405... Generator Loss: 0.9798 Epoch 4/8... Discriminator Loss: 1.2016... Generator Loss: 0.9250
Epoch 4/8... Discriminator Loss: 1.3952... Generator Loss: 0.5939 Epoch 4/8... Discriminator Loss: 0.9858... Generator Loss: 1.3226 Epoch 4/8... Discriminator Loss: 1.2534... Generator Loss: 0.7802 Epoch 4/8... Discriminator Loss: 1.1705... Generator Loss: 0.6729 Epoch 4/8... Discriminator Loss: 1.1241... Generator Loss: 0.9725 Epoch 4/8... Discriminator Loss: 1.2025... Generator Loss: 1.0407 Epoch 4/8... Discriminator Loss: 1.3740... Generator Loss: 0.6402 Epoch 4/8... Discriminator Loss: 0.8979... Generator Loss: 1.1843 Epoch 4/8... Discriminator Loss: 1.1320... Generator Loss: 0.8484 Epoch 4/8... Discriminator Loss: 1.2948... Generator Loss: 0.6920
Epoch 4/8... Discriminator Loss: 1.2460... Generator Loss: 0.8653 Epoch 4/8... Discriminator Loss: 1.1746... Generator Loss: 0.8189 Epoch 4/8... Discriminator Loss: 1.2010... Generator Loss: 0.8431 Epoch 4/8... Discriminator Loss: 1.2960... Generator Loss: 0.7440 Epoch 4/8... Discriminator Loss: 1.2301... Generator Loss: 0.8111 Epoch 4/8... Discriminator Loss: 1.4640... Generator Loss: 0.4801 Epoch 4/8... Discriminator Loss: 1.2799... Generator Loss: 0.7773 Epoch 4/8... Discriminator Loss: 1.1626... Generator Loss: 0.8278 Epoch 4/8... Discriminator Loss: 0.8746... Generator Loss: 1.4016 Epoch 4/8... Discriminator Loss: 1.1085... Generator Loss: 1.0919
Epoch 4/8... Discriminator Loss: 1.2906... Generator Loss: 0.7293 Epoch 4/8... Discriminator Loss: 1.3817... Generator Loss: 0.6544 Epoch 4/8... Discriminator Loss: 1.0142... Generator Loss: 0.9794 Epoch 4/8... Discriminator Loss: 1.5600... Generator Loss: 0.7133 Epoch 4/8... Discriminator Loss: 1.2706... Generator Loss: 0.6714 Epoch 4/8... Discriminator Loss: 1.3809... Generator Loss: 0.8861 Epoch 4/8... Discriminator Loss: 1.0519... Generator Loss: 1.0570 Epoch 4/8... Discriminator Loss: 1.1915... Generator Loss: 0.7190 Epoch 4/8... Discriminator Loss: 1.4698... Generator Loss: 0.5023 Epoch 4/8... Discriminator Loss: 1.1273... Generator Loss: 0.9845
Epoch 4/8... Discriminator Loss: 1.0540... Generator Loss: 0.8945 Epoch 4/8... Discriminator Loss: 1.2486... Generator Loss: 0.7645 Epoch 4/8... Discriminator Loss: 1.3479... Generator Loss: 0.6737 Epoch 4/8... Discriminator Loss: 1.1332... Generator Loss: 0.8576 Epoch 4/8... Discriminator Loss: 1.2779... Generator Loss: 0.7862 Epoch 4/8... Discriminator Loss: 0.9131... Generator Loss: 1.2242 Epoch 4/8... Discriminator Loss: 1.2490... Generator Loss: 0.7966 Epoch 4/8... Discriminator Loss: 1.3828... Generator Loss: 0.5844 Epoch 4/8... Discriminator Loss: 1.3357... Generator Loss: 0.6173 Epoch 4/8... Discriminator Loss: 1.3965... Generator Loss: 0.6144
Epoch 4/8... Discriminator Loss: 1.4034... Generator Loss: 0.7907 Epoch 4/8... Discriminator Loss: 1.3070... Generator Loss: 0.6054 Epoch 4/8... Discriminator Loss: 1.3609... Generator Loss: 0.6892 Epoch 4/8... Discriminator Loss: 1.0765... Generator Loss: 1.0985 Epoch 4/8... Discriminator Loss: 1.2804... Generator Loss: 0.7301 Epoch 4/8... Discriminator Loss: 0.8920... Generator Loss: 1.0484 Epoch 4/8... Discriminator Loss: 1.4352... Generator Loss: 0.5444 Epoch 4/8... Discriminator Loss: 1.0656... Generator Loss: 0.9630 Epoch 4/8... Discriminator Loss: 1.4593... Generator Loss: 0.5386 Epoch 4/8... Discriminator Loss: 1.3426... Generator Loss: 0.8123
Epoch 4/8... Discriminator Loss: 1.3813... Generator Loss: 0.6123 Epoch 4/8... Discriminator Loss: 1.5146... Generator Loss: 0.5503 Epoch 4/8... Discriminator Loss: 1.3818... Generator Loss: 0.6381 Epoch 4/8... Discriminator Loss: 0.9350... Generator Loss: 1.5471 Epoch 4/8... Discriminator Loss: 1.2543... Generator Loss: 0.7631 Epoch 4/8... Discriminator Loss: 1.1363... Generator Loss: 0.6683 Epoch 4/8... Discriminator Loss: 1.3313... Generator Loss: 0.7758 Epoch 4/8... Discriminator Loss: 1.4807... Generator Loss: 0.5523 Epoch 4/8... Discriminator Loss: 1.3492... Generator Loss: 0.6831 Epoch 4/8... Discriminator Loss: 1.3196... Generator Loss: 0.8022
Epoch 4/8... Discriminator Loss: 1.1668... Generator Loss: 0.6206 Epoch 4/8... Discriminator Loss: 1.1951... Generator Loss: 1.1075 Epoch 4/8... Discriminator Loss: 1.1464... Generator Loss: 0.7660 Epoch 4/8... Discriminator Loss: 1.0561... Generator Loss: 0.9645 Epoch 4/8... Discriminator Loss: 1.7134... Generator Loss: 0.4282 Epoch 4/8... Discriminator Loss: 1.0438... Generator Loss: 1.1896 Epoch 4/8... Discriminator Loss: 1.2669... Generator Loss: 0.7789 Epoch 4/8... Discriminator Loss: 1.2252... Generator Loss: 0.6236 Epoch 4/8... Discriminator Loss: 1.4460... Generator Loss: 0.6120 Epoch 4/8... Discriminator Loss: 1.3052... Generator Loss: 0.6512
Epoch 4/8... Discriminator Loss: 1.2582... Generator Loss: 0.7375 Epoch 4/8... Discriminator Loss: 1.3803... Generator Loss: 0.8747 Epoch 4/8... Discriminator Loss: 1.0932... Generator Loss: 0.8260 Epoch 4/8... Discriminator Loss: 1.2039... Generator Loss: 0.9513 Epoch 4/8... Discriminator Loss: 1.1596... Generator Loss: 0.8806 Epoch 4/8... Discriminator Loss: 1.4096... Generator Loss: 0.6618 Epoch 4/8... Discriminator Loss: 1.4456... Generator Loss: 0.6263 Epoch 4/8... Discriminator Loss: 0.9787... Generator Loss: 1.1277 Epoch 4/8... Discriminator Loss: 1.0709... Generator Loss: 0.9694 Epoch 4/8... Discriminator Loss: 1.1779... Generator Loss: 0.9784
Epoch 4/8... Discriminator Loss: 1.2211... Generator Loss: 1.0046 Epoch 4/8... Discriminator Loss: 1.2744... Generator Loss: 0.7146 Epoch 4/8... Discriminator Loss: 1.5812... Generator Loss: 0.5518 Epoch 4/8... Discriminator Loss: 1.1336... Generator Loss: 0.7068 Epoch 4/8... Discriminator Loss: 1.2731... Generator Loss: 0.9025 Epoch 4/8... Discriminator Loss: 0.9946... Generator Loss: 1.2079 Epoch 4/8... Discriminator Loss: 1.4272... Generator Loss: 0.6196 Epoch 4/8... Discriminator Loss: 1.5727... Generator Loss: 0.5212 Epoch 4/8... Discriminator Loss: 1.2182... Generator Loss: 0.9895 Epoch 4/8... Discriminator Loss: 1.1963... Generator Loss: 0.8537
Epoch 4/8... Discriminator Loss: 1.3621... Generator Loss: 0.6076 Epoch 4/8... Discriminator Loss: 1.0946... Generator Loss: 0.9767 Epoch 4/8... Discriminator Loss: 1.4543... Generator Loss: 0.5514 Epoch 4/8... Discriminator Loss: 1.3887... Generator Loss: 0.6466 Epoch 4/8... Discriminator Loss: 1.2657... Generator Loss: 0.5995 Epoch 4/8... Discriminator Loss: 1.0642... Generator Loss: 0.9594 Epoch 4/8... Discriminator Loss: 1.3173... Generator Loss: 0.7296 Epoch 4/8... Discriminator Loss: 1.2753... Generator Loss: 0.9316 Epoch 4/8... Discriminator Loss: 1.5622... Generator Loss: 0.7493 Epoch 4/8... Discriminator Loss: 1.2947... Generator Loss: 0.9724
Epoch 4/8... Discriminator Loss: 1.4434... Generator Loss: 0.4640 Epoch 4/8... Discriminator Loss: 1.0667... Generator Loss: 1.0369 Epoch 4/8... Discriminator Loss: 1.3643... Generator Loss: 0.6734 Epoch 4/8... Discriminator Loss: 1.2873... Generator Loss: 0.6935 Epoch 4/8... Discriminator Loss: 1.1514... Generator Loss: 0.7608 Epoch 4/8... Discriminator Loss: 1.3320... Generator Loss: 0.6702 Epoch 4/8... Discriminator Loss: 1.4410... Generator Loss: 0.6899 Epoch 4/8... Discriminator Loss: 1.1191... Generator Loss: 0.6985 Epoch 4/8... Discriminator Loss: 1.0120... Generator Loss: 0.8595 Epoch 4/8... Discriminator Loss: 1.3842... Generator Loss: 0.5598
Epoch 4/8... Discriminator Loss: 1.4217... Generator Loss: 0.6381 Epoch 4/8... Discriminator Loss: 1.1126... Generator Loss: 0.8062 Epoch 4/8... Discriminator Loss: 1.4372... Generator Loss: 0.4890 Epoch 4/8... Discriminator Loss: 1.4203... Generator Loss: 0.5716 Epoch 4/8... Discriminator Loss: 1.1757... Generator Loss: 1.0661 Epoch 4/8... Discriminator Loss: 1.2265... Generator Loss: 0.9147 Epoch 4/8... Discriminator Loss: 1.4630... Generator Loss: 0.6194 Epoch 4/8... Discriminator Loss: 1.1158... Generator Loss: 0.9591 Epoch 4/8... Discriminator Loss: 1.2389... Generator Loss: 0.7046 Epoch 4/8... Discriminator Loss: 1.0838... Generator Loss: 0.8032
Epoch 4/8... Discriminator Loss: 1.1886... Generator Loss: 0.9792 Epoch 4/8... Discriminator Loss: 1.2215... Generator Loss: 0.9092 Epoch 4/8... Discriminator Loss: 1.1542... Generator Loss: 0.8215 Epoch 4/8... Discriminator Loss: 1.2952... Generator Loss: 0.6840 Epoch 4/8... Discriminator Loss: 1.3081... Generator Loss: 0.7070 Epoch 4/8... Discriminator Loss: 1.5117... Generator Loss: 0.6091 Epoch 4/8... Discriminator Loss: 0.9509... Generator Loss: 1.1999 Epoch 4/8... Discriminator Loss: 1.4714... Generator Loss: 0.5325 Epoch 4/8... Discriminator Loss: 1.1864... Generator Loss: 0.7887 Epoch 4/8... Discriminator Loss: 1.2441... Generator Loss: 0.8377
Epoch 4/8... Discriminator Loss: 1.3684... Generator Loss: 0.6590 Epoch 4/8... Discriminator Loss: 1.1587... Generator Loss: 0.9289 Epoch 4/8... Discriminator Loss: 1.1341... Generator Loss: 0.7339 Epoch 4/8... Discriminator Loss: 1.2764... Generator Loss: 0.8148 Epoch 4/8... Discriminator Loss: 1.2195... Generator Loss: 0.9832 Epoch 4/8... Discriminator Loss: 1.3685... Generator Loss: 0.5787 Epoch 4/8... Discriminator Loss: 1.5862... Generator Loss: 0.3463 Epoch 4/8... Discriminator Loss: 1.2684... Generator Loss: 0.6190 Epoch 4/8... Discriminator Loss: 1.4026... Generator Loss: 0.6823 Epoch 4/8... Discriminator Loss: 1.2260... Generator Loss: 0.7580
Epoch 4/8... Discriminator Loss: 1.1223... Generator Loss: 1.0271 Epoch 4/8... Discriminator Loss: 1.4026... Generator Loss: 0.5226 Epoch 4/8... Discriminator Loss: 1.3420... Generator Loss: 0.5820 Epoch 4/8... Discriminator Loss: 1.2684... Generator Loss: 0.7265 Epoch 4/8... Discriminator Loss: 1.2226... Generator Loss: 0.7536 Epoch 4/8... Discriminator Loss: 1.1638... Generator Loss: 0.9971 Epoch 4/8... Discriminator Loss: 0.9814... Generator Loss: 1.1506 Epoch 4/8... Discriminator Loss: 1.3288... Generator Loss: 0.5983 Epoch 4/8... Discriminator Loss: 0.9922... Generator Loss: 1.2547 Epoch 4/8... Discriminator Loss: 1.3600... Generator Loss: 0.6604
Epoch 4/8... Discriminator Loss: 1.5231... Generator Loss: 0.5467 Epoch 4/8... Discriminator Loss: 1.0143... Generator Loss: 1.2161 Epoch 4/8... Discriminator Loss: 1.2198... Generator Loss: 0.6664 Epoch 4/8... Discriminator Loss: 1.2687... Generator Loss: 0.6735 Epoch 4/8... Discriminator Loss: 1.4515... Generator Loss: 0.6777 Epoch 4/8... Discriminator Loss: 1.3665... Generator Loss: 0.6752 Epoch 4/8... Discriminator Loss: 1.2090... Generator Loss: 1.0377 Epoch 4/8... Discriminator Loss: 1.0809... Generator Loss: 0.8912 Epoch 4/8... Discriminator Loss: 1.0988... Generator Loss: 0.9580 Epoch 4/8... Discriminator Loss: 1.4025... Generator Loss: 0.6708
Epoch 4/8... Discriminator Loss: 1.5164... Generator Loss: 0.5327 Epoch 4/8... Discriminator Loss: 1.5195... Generator Loss: 0.5262 Epoch 4/8... Discriminator Loss: 1.3112... Generator Loss: 0.9795 Epoch 4/8... Discriminator Loss: 1.3411... Generator Loss: 0.8506 Epoch 4/8... Discriminator Loss: 1.2980... Generator Loss: 0.6815 Epoch 4/8... Discriminator Loss: 1.3211... Generator Loss: 0.6223 Epoch 4/8... Discriminator Loss: 1.1874... Generator Loss: 0.7300 Epoch 4/8... Discriminator Loss: 1.1105... Generator Loss: 1.0455 Epoch 4/8... Discriminator Loss: 1.2444... Generator Loss: 0.8111 Epoch 4/8... Discriminator Loss: 1.1234... Generator Loss: 1.5104
Epoch 4/8... Discriminator Loss: 1.4000... Generator Loss: 0.6359 Epoch 4/8... Discriminator Loss: 1.1487... Generator Loss: 0.7026 Epoch 4/8... Discriminator Loss: 1.3627... Generator Loss: 0.6170 Epoch 4/8... Discriminator Loss: 1.2042... Generator Loss: 0.8641 Epoch 4/8... Discriminator Loss: 1.5392... Generator Loss: 0.5951 Epoch 4/8... Discriminator Loss: 1.3784... Generator Loss: 0.6193 Epoch 4/8... Discriminator Loss: 1.3182... Generator Loss: 0.6496 Epoch 4/8... Discriminator Loss: 1.2097... Generator Loss: 0.9649 Epoch 4/8... Discriminator Loss: 1.3613... Generator Loss: 0.6469 Epoch 4/8... Discriminator Loss: 1.2431... Generator Loss: 0.8752
Epoch 4/8... Discriminator Loss: 1.1070... Generator Loss: 0.8827 Epoch 4/8... Discriminator Loss: 1.4849... Generator Loss: 0.6540 Epoch 4/8... Discriminator Loss: 1.1885... Generator Loss: 0.8271 Epoch 4/8... Discriminator Loss: 1.3045... Generator Loss: 0.5191 Epoch 4/8... Discriminator Loss: 1.5163... Generator Loss: 0.6289 Epoch 4/8... Discriminator Loss: 1.3810... Generator Loss: 0.5690 Epoch 4/8... Discriminator Loss: 1.3437... Generator Loss: 0.6568 Epoch 4/8... Discriminator Loss: 1.2347... Generator Loss: 0.8919 Epoch 4/8... Discriminator Loss: 1.2392... Generator Loss: 1.1273 Epoch 4/8... Discriminator Loss: 1.2885... Generator Loss: 0.7690
Epoch 4/8... Discriminator Loss: 1.1872... Generator Loss: 0.8716 Epoch 4/8... Discriminator Loss: 1.4877... Generator Loss: 0.5088 Epoch 5/8... Discriminator Loss: 1.2816... Generator Loss: 0.7656 Epoch 5/8... Discriminator Loss: 0.8966... Generator Loss: 1.5086 Epoch 5/8... Discriminator Loss: 1.3876... Generator Loss: 0.6238 Epoch 5/8... Discriminator Loss: 1.1186... Generator Loss: 0.9339 Epoch 5/8... Discriminator Loss: 1.0609... Generator Loss: 0.8445 Epoch 5/8... Discriminator Loss: 1.1281... Generator Loss: 0.8887 Epoch 5/8... Discriminator Loss: 1.2581... Generator Loss: 0.8346 Epoch 5/8... Discriminator Loss: 1.2053... Generator Loss: 0.7401
Epoch 5/8... Discriminator Loss: 1.2516... Generator Loss: 0.7496 Epoch 5/8... Discriminator Loss: 1.3370... Generator Loss: 0.6685 Epoch 5/8... Discriminator Loss: 1.1342... Generator Loss: 0.8967 Epoch 5/8... Discriminator Loss: 1.2824... Generator Loss: 0.6866 Epoch 5/8... Discriminator Loss: 1.4360... Generator Loss: 0.5477 Epoch 5/8... Discriminator Loss: 1.0940... Generator Loss: 0.9389 Epoch 5/8... Discriminator Loss: 1.3036... Generator Loss: 0.7233 Epoch 5/8... Discriminator Loss: 1.1986... Generator Loss: 1.0031 Epoch 5/8... Discriminator Loss: 1.2506... Generator Loss: 0.8372 Epoch 5/8... Discriminator Loss: 1.4208... Generator Loss: 0.5785
Epoch 5/8... Discriminator Loss: 1.3208... Generator Loss: 0.6871 Epoch 5/8... Discriminator Loss: 1.4837... Generator Loss: 0.5403 Epoch 5/8... Discriminator Loss: 1.2035... Generator Loss: 0.8042 Epoch 5/8... Discriminator Loss: 1.0426... Generator Loss: 1.2647 Epoch 5/8... Discriminator Loss: 1.3265... Generator Loss: 0.7720 Epoch 5/8... Discriminator Loss: 1.0570... Generator Loss: 1.1636 Epoch 5/8... Discriminator Loss: 1.2296... Generator Loss: 0.9743 Epoch 5/8... Discriminator Loss: 1.2953... Generator Loss: 0.7620 Epoch 5/8... Discriminator Loss: 0.8960... Generator Loss: 1.5401 Epoch 5/8... Discriminator Loss: 1.2166... Generator Loss: 0.8547
Epoch 5/8... Discriminator Loss: 1.3242... Generator Loss: 0.7152 Epoch 5/8... Discriminator Loss: 1.2391... Generator Loss: 0.8063 Epoch 5/8... Discriminator Loss: 1.3955... Generator Loss: 0.4706 Epoch 5/8... Discriminator Loss: 1.4296... Generator Loss: 0.5026 Epoch 5/8... Discriminator Loss: 1.3190... Generator Loss: 0.6562 Epoch 5/8... Discriminator Loss: 1.1641... Generator Loss: 0.8713 Epoch 5/8... Discriminator Loss: 1.2518... Generator Loss: 0.7386 Epoch 5/8... Discriminator Loss: 1.2537... Generator Loss: 0.6921 Epoch 5/8... Discriminator Loss: 1.0516... Generator Loss: 1.1035 Epoch 5/8... Discriminator Loss: 1.3774... Generator Loss: 0.5993
Epoch 5/8... Discriminator Loss: 1.0653... Generator Loss: 0.9975 Epoch 5/8... Discriminator Loss: 1.4737... Generator Loss: 0.5966 Epoch 5/8... Discriminator Loss: 1.2309... Generator Loss: 0.8869 Epoch 5/8... Discriminator Loss: 0.9899... Generator Loss: 1.1106 Epoch 5/8... Discriminator Loss: 1.2721... Generator Loss: 0.7161 Epoch 5/8... Discriminator Loss: 1.2793... Generator Loss: 0.8108 Epoch 5/8... Discriminator Loss: 1.3507... Generator Loss: 0.7784 Epoch 5/8... Discriminator Loss: 1.3905... Generator Loss: 0.5995 Epoch 5/8... Discriminator Loss: 1.5392... Generator Loss: 0.4798 Epoch 5/8... Discriminator Loss: 1.1927... Generator Loss: 0.6712
Epoch 5/8... Discriminator Loss: 1.3608... Generator Loss: 0.6672 Epoch 5/8... Discriminator Loss: 1.4361... Generator Loss: 0.5379 Epoch 5/8... Discriminator Loss: 0.9779... Generator Loss: 1.1296 Epoch 5/8... Discriminator Loss: 1.1077... Generator Loss: 1.0754 Epoch 5/8... Discriminator Loss: 1.3190... Generator Loss: 0.7349 Epoch 5/8... Discriminator Loss: 1.1695... Generator Loss: 1.2668 Epoch 5/8... Discriminator Loss: 1.2856... Generator Loss: 0.8008 Epoch 5/8... Discriminator Loss: 1.1399... Generator Loss: 0.7779 Epoch 5/8... Discriminator Loss: 1.1788... Generator Loss: 0.8769 Epoch 5/8... Discriminator Loss: 0.9186... Generator Loss: 1.0375
Epoch 5/8... Discriminator Loss: 1.2037... Generator Loss: 0.9896 Epoch 5/8... Discriminator Loss: 1.2665... Generator Loss: 0.8341 Epoch 5/8... Discriminator Loss: 1.3580... Generator Loss: 0.7939 Epoch 5/8... Discriminator Loss: 1.3459... Generator Loss: 0.7082 Epoch 5/8... Discriminator Loss: 1.4299... Generator Loss: 0.6314 Epoch 5/8... Discriminator Loss: 1.1877... Generator Loss: 0.6912 Epoch 5/8... Discriminator Loss: 1.3315... Generator Loss: 0.6606 Epoch 5/8... Discriminator Loss: 1.1198... Generator Loss: 0.8028 Epoch 5/8... Discriminator Loss: 1.3201... Generator Loss: 0.5710 Epoch 5/8... Discriminator Loss: 1.1662... Generator Loss: 0.8688
Epoch 5/8... Discriminator Loss: 1.0451... Generator Loss: 1.2088 Epoch 5/8... Discriminator Loss: 1.2681... Generator Loss: 0.7757 Epoch 5/8... Discriminator Loss: 1.1616... Generator Loss: 0.8503 Epoch 5/8... Discriminator Loss: 1.2935... Generator Loss: 0.5985 Epoch 5/8... Discriminator Loss: 1.1523... Generator Loss: 0.7862 Epoch 5/8... Discriminator Loss: 1.4079... Generator Loss: 0.5473 Epoch 5/8... Discriminator Loss: 1.3444... Generator Loss: 0.7366 Epoch 5/8... Discriminator Loss: 0.7652... Generator Loss: 1.7516 Epoch 5/8... Discriminator Loss: 1.2067... Generator Loss: 0.7191 Epoch 5/8... Discriminator Loss: 1.1595... Generator Loss: 0.8645
Epoch 5/8... Discriminator Loss: 1.3080... Generator Loss: 0.8203 Epoch 5/8... Discriminator Loss: 1.1910... Generator Loss: 0.8738 Epoch 5/8... Discriminator Loss: 1.1216... Generator Loss: 0.8323 Epoch 5/8... Discriminator Loss: 1.2187... Generator Loss: 0.7084 Epoch 5/8... Discriminator Loss: 1.3039... Generator Loss: 0.6111 Epoch 5/8... Discriminator Loss: 1.2480... Generator Loss: 0.8051 Epoch 5/8... Discriminator Loss: 1.4092... Generator Loss: 0.6061 Epoch 5/8... Discriminator Loss: 1.5042... Generator Loss: 0.5196 Epoch 5/8... Discriminator Loss: 1.3966... Generator Loss: 0.6240 Epoch 5/8... Discriminator Loss: 1.2490... Generator Loss: 0.7817
Epoch 5/8... Discriminator Loss: 0.9943... Generator Loss: 1.4725 Epoch 5/8... Discriminator Loss: 1.2309... Generator Loss: 0.7455 Epoch 5/8... Discriminator Loss: 1.3317... Generator Loss: 0.6541 Epoch 5/8... Discriminator Loss: 1.0743... Generator Loss: 1.2466 Epoch 5/8... Discriminator Loss: 1.3565... Generator Loss: 0.7406 Epoch 5/8... Discriminator Loss: 1.1303... Generator Loss: 0.9016 Epoch 5/8... Discriminator Loss: 1.3794... Generator Loss: 0.6440 Epoch 5/8... Discriminator Loss: 1.2186... Generator Loss: 0.8043 Epoch 5/8... Discriminator Loss: 1.2431... Generator Loss: 0.7685 Epoch 5/8... Discriminator Loss: 1.1777... Generator Loss: 0.6161
Epoch 5/8... Discriminator Loss: 1.1876... Generator Loss: 0.8326 Epoch 5/8... Discriminator Loss: 1.2075... Generator Loss: 0.7120 Epoch 5/8... Discriminator Loss: 1.3664... Generator Loss: 0.6675 Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.6760 Epoch 5/8... Discriminator Loss: 1.1521... Generator Loss: 0.9038 Epoch 5/8... Discriminator Loss: 1.2933... Generator Loss: 0.7150 Epoch 5/8... Discriminator Loss: 1.3309... Generator Loss: 0.6204 Epoch 5/8... Discriminator Loss: 1.4457... Generator Loss: 0.5739 Epoch 5/8... Discriminator Loss: 1.3317... Generator Loss: 0.6707 Epoch 5/8... Discriminator Loss: 0.8357... Generator Loss: 1.3487
Epoch 5/8... Discriminator Loss: 1.1932... Generator Loss: 0.7191 Epoch 5/8... Discriminator Loss: 1.2961... Generator Loss: 0.5667 Epoch 5/8... Discriminator Loss: 1.4397... Generator Loss: 0.5880 Epoch 5/8... Discriminator Loss: 1.3565... Generator Loss: 0.7881 Epoch 5/8... Discriminator Loss: 1.3788... Generator Loss: 0.6144 Epoch 5/8... Discriminator Loss: 1.2631... Generator Loss: 0.7872 Epoch 5/8... Discriminator Loss: 1.2179... Generator Loss: 0.8000 Epoch 5/8... Discriminator Loss: 1.3460... Generator Loss: 0.6753 Epoch 5/8... Discriminator Loss: 1.0656... Generator Loss: 1.0568 Epoch 5/8... Discriminator Loss: 1.0147... Generator Loss: 1.2963
Epoch 5/8... Discriminator Loss: 1.2036... Generator Loss: 0.7631 Epoch 5/8... Discriminator Loss: 1.1937... Generator Loss: 1.0898 Epoch 5/8... Discriminator Loss: 1.4767... Generator Loss: 0.5272 Epoch 5/8... Discriminator Loss: 1.3049... Generator Loss: 0.6511 Epoch 5/8... Discriminator Loss: 1.3001... Generator Loss: 0.6880 Epoch 5/8... Discriminator Loss: 1.3269... Generator Loss: 0.6193 Epoch 5/8... Discriminator Loss: 1.1559... Generator Loss: 0.9239 Epoch 5/8... Discriminator Loss: 1.3524... Generator Loss: 0.6957 Epoch 5/8... Discriminator Loss: 1.2364... Generator Loss: 0.6788 Epoch 5/8... Discriminator Loss: 1.5478... Generator Loss: 0.5298
Epoch 5/8... Discriminator Loss: 1.1966... Generator Loss: 0.8603 Epoch 5/8... Discriminator Loss: 1.1779... Generator Loss: 0.7678 Epoch 5/8... Discriminator Loss: 1.0610... Generator Loss: 0.9515 Epoch 5/8... Discriminator Loss: 1.4941... Generator Loss: 0.4749 Epoch 5/8... Discriminator Loss: 1.0960... Generator Loss: 1.0948 Epoch 5/8... Discriminator Loss: 1.1197... Generator Loss: 0.8385 Epoch 5/8... Discriminator Loss: 1.4927... Generator Loss: 0.5460 Epoch 5/8... Discriminator Loss: 1.3916... Generator Loss: 0.5875 Epoch 5/8... Discriminator Loss: 1.2014... Generator Loss: 0.6370 Epoch 5/8... Discriminator Loss: 1.3505... Generator Loss: 0.7789
Epoch 5/8... Discriminator Loss: 1.2204... Generator Loss: 0.8912 Epoch 5/8... Discriminator Loss: 1.0602... Generator Loss: 1.0674 Epoch 5/8... Discriminator Loss: 1.0023... Generator Loss: 1.2127 Epoch 5/8... Discriminator Loss: 1.3142... Generator Loss: 0.7978 Epoch 5/8... Discriminator Loss: 1.4939... Generator Loss: 0.5747 Epoch 5/8... Discriminator Loss: 1.3120... Generator Loss: 0.6658 Epoch 5/8... Discriminator Loss: 1.4081... Generator Loss: 0.7499 Epoch 5/8... Discriminator Loss: 1.3412... Generator Loss: 0.7404 Epoch 5/8... Discriminator Loss: 1.4055... Generator Loss: 0.5951 Epoch 5/8... Discriminator Loss: 1.2380... Generator Loss: 0.7948
Epoch 5/8... Discriminator Loss: 1.2436... Generator Loss: 0.7166 Epoch 5/8... Discriminator Loss: 1.2593... Generator Loss: 0.9198 Epoch 5/8... Discriminator Loss: 1.2216... Generator Loss: 0.7261 Epoch 5/8... Discriminator Loss: 1.0740... Generator Loss: 0.8580 Epoch 5/8... Discriminator Loss: 1.2432... Generator Loss: 0.7199 Epoch 5/8... Discriminator Loss: 1.4508... Generator Loss: 0.5296 Epoch 5/8... Discriminator Loss: 1.2465... Generator Loss: 0.8443 Epoch 5/8... Discriminator Loss: 1.3171... Generator Loss: 0.6968 Epoch 5/8... Discriminator Loss: 1.2752... Generator Loss: 0.9606 Epoch 5/8... Discriminator Loss: 1.2503... Generator Loss: 0.9346
Epoch 5/8... Discriminator Loss: 1.4094... Generator Loss: 0.5875 Epoch 5/8... Discriminator Loss: 1.5892... Generator Loss: 0.4109 Epoch 5/8... Discriminator Loss: 1.3261... Generator Loss: 0.7676 Epoch 5/8... Discriminator Loss: 1.1763... Generator Loss: 1.1494 Epoch 5/8... Discriminator Loss: 0.9730... Generator Loss: 1.0717 Epoch 5/8... Discriminator Loss: 0.9294... Generator Loss: 1.2340 Epoch 5/8... Discriminator Loss: 1.1596... Generator Loss: 1.3563 Epoch 5/8... Discriminator Loss: 1.2463... Generator Loss: 0.7090 Epoch 5/8... Discriminator Loss: 1.1097... Generator Loss: 0.9347 Epoch 5/8... Discriminator Loss: 1.3228... Generator Loss: 0.7113
Epoch 5/8... Discriminator Loss: 1.2403... Generator Loss: 0.6874 Epoch 5/8... Discriminator Loss: 1.2865... Generator Loss: 0.7140 Epoch 5/8... Discriminator Loss: 1.4905... Generator Loss: 0.5928 Epoch 5/8... Discriminator Loss: 1.0901... Generator Loss: 1.1936 Epoch 5/8... Discriminator Loss: 1.5069... Generator Loss: 0.8819 Epoch 5/8... Discriminator Loss: 1.1279... Generator Loss: 0.8145 Epoch 5/8... Discriminator Loss: 1.0625... Generator Loss: 1.0459 Epoch 5/8... Discriminator Loss: 1.4237... Generator Loss: 0.6042 Epoch 5/8... Discriminator Loss: 1.1656... Generator Loss: 0.9674 Epoch 5/8... Discriminator Loss: 1.0324... Generator Loss: 1.3437
Epoch 5/8... Discriminator Loss: 1.4916... Generator Loss: 0.5742 Epoch 5/8... Discriminator Loss: 1.0939... Generator Loss: 0.8873 Epoch 5/8... Discriminator Loss: 1.1177... Generator Loss: 1.0354 Epoch 5/8... Discriminator Loss: 1.3373... Generator Loss: 0.6212 Epoch 5/8... Discriminator Loss: 1.3322... Generator Loss: 0.7060 Epoch 5/8... Discriminator Loss: 1.2954... Generator Loss: 0.6570 Epoch 5/8... Discriminator Loss: 1.3832... Generator Loss: 0.5741 Epoch 5/8... Discriminator Loss: 1.4253... Generator Loss: 0.5188 Epoch 5/8... Discriminator Loss: 1.3668... Generator Loss: 0.6422 Epoch 5/8... Discriminator Loss: 1.0041... Generator Loss: 0.9451
Epoch 5/8... Discriminator Loss: 1.0966... Generator Loss: 0.8588 Epoch 5/8... Discriminator Loss: 1.3528... Generator Loss: 0.6965 Epoch 5/8... Discriminator Loss: 1.1987... Generator Loss: 0.8955 Epoch 5/8... Discriminator Loss: 1.1656... Generator Loss: 0.9469 Epoch 5/8... Discriminator Loss: 1.3102... Generator Loss: 0.6730 Epoch 5/8... Discriminator Loss: 1.1789... Generator Loss: 0.6859 Epoch 5/8... Discriminator Loss: 1.4086... Generator Loss: 0.6979 Epoch 5/8... Discriminator Loss: 1.5081... Generator Loss: 0.5154 Epoch 5/8... Discriminator Loss: 1.4078... Generator Loss: 0.6874 Epoch 5/8... Discriminator Loss: 1.1649... Generator Loss: 1.0532
Epoch 5/8... Discriminator Loss: 1.1822... Generator Loss: 0.7701 Epoch 5/8... Discriminator Loss: 1.2971... Generator Loss: 0.7543 Epoch 5/8... Discriminator Loss: 1.3040... Generator Loss: 0.6741 Epoch 5/8... Discriminator Loss: 1.3070... Generator Loss: 0.8262 Epoch 5/8... Discriminator Loss: 1.3476... Generator Loss: 0.6054 Epoch 5/8... Discriminator Loss: 1.2530... Generator Loss: 0.9298 Epoch 5/8... Discriminator Loss: 1.3525... Generator Loss: 0.8268 Epoch 5/8... Discriminator Loss: 1.1345... Generator Loss: 0.9745 Epoch 5/8... Discriminator Loss: 1.1957... Generator Loss: 0.7183 Epoch 5/8... Discriminator Loss: 1.2795... Generator Loss: 0.7848
Epoch 5/8... Discriminator Loss: 1.2768... Generator Loss: 0.6919 Epoch 5/8... Discriminator Loss: 1.1420... Generator Loss: 0.8319 Epoch 5/8... Discriminator Loss: 1.2152... Generator Loss: 0.6397 Epoch 5/8... Discriminator Loss: 1.2614... Generator Loss: 0.8657 Epoch 5/8... Discriminator Loss: 1.4642... Generator Loss: 0.5941 Epoch 5/8... Discriminator Loss: 1.5787... Generator Loss: 0.5012 Epoch 5/8... Discriminator Loss: 1.3302... Generator Loss: 0.5754 Epoch 5/8... Discriminator Loss: 1.4070... Generator Loss: 0.5663 Epoch 5/8... Discriminator Loss: 1.4761... Generator Loss: 0.4781 Epoch 5/8... Discriminator Loss: 1.3114... Generator Loss: 0.8223
Epoch 5/8... Discriminator Loss: 1.3300... Generator Loss: 0.7114 Epoch 5/8... Discriminator Loss: 1.3639... Generator Loss: 0.5988 Epoch 5/8... Discriminator Loss: 0.9041... Generator Loss: 0.9839 Epoch 5/8... Discriminator Loss: 1.0964... Generator Loss: 1.0903 Epoch 5/8... Discriminator Loss: 1.1152... Generator Loss: 0.7800 Epoch 5/8... Discriminator Loss: 1.3326... Generator Loss: 0.7982 Epoch 5/8... Discriminator Loss: 1.2886... Generator Loss: 0.6811 Epoch 5/8... Discriminator Loss: 1.2296... Generator Loss: 0.8773 Epoch 5/8... Discriminator Loss: 1.3509... Generator Loss: 0.6257 Epoch 5/8... Discriminator Loss: 1.3981... Generator Loss: 0.5482
Epoch 5/8... Discriminator Loss: 1.0354... Generator Loss: 0.9565 Epoch 5/8... Discriminator Loss: 1.3822... Generator Loss: 0.6321 Epoch 5/8... Discriminator Loss: 1.3586... Generator Loss: 0.6486 Epoch 5/8... Discriminator Loss: 1.4095... Generator Loss: 0.6344 Epoch 5/8... Discriminator Loss: 1.3442... Generator Loss: 0.6876 Epoch 5/8... Discriminator Loss: 1.5189... Generator Loss: 0.5567 Epoch 5/8... Discriminator Loss: 0.9656... Generator Loss: 1.2112 Epoch 5/8... Discriminator Loss: 1.1596... Generator Loss: 0.9499 Epoch 5/8... Discriminator Loss: 1.3304... Generator Loss: 0.7027 Epoch 5/8... Discriminator Loss: 1.3742... Generator Loss: 0.6504
Epoch 5/8... Discriminator Loss: 1.2611... Generator Loss: 0.6726 Epoch 5/8... Discriminator Loss: 1.2796... Generator Loss: 0.6603 Epoch 5/8... Discriminator Loss: 1.4744... Generator Loss: 0.7095 Epoch 5/8... Discriminator Loss: 1.1616... Generator Loss: 0.8644 Epoch 5/8... Discriminator Loss: 1.4665... Generator Loss: 0.5009 Epoch 5/8... Discriminator Loss: 1.3783... Generator Loss: 0.5891 Epoch 5/8... Discriminator Loss: 1.0362... Generator Loss: 1.1026 Epoch 5/8... Discriminator Loss: 1.3626... Generator Loss: 0.6352 Epoch 5/8... Discriminator Loss: 1.1064... Generator Loss: 0.9419 Epoch 5/8... Discriminator Loss: 1.2865... Generator Loss: 0.6949
Epoch 5/8... Discriminator Loss: 1.1111... Generator Loss: 1.3612 Epoch 5/8... Discriminator Loss: 1.4107... Generator Loss: 0.6082 Epoch 5/8... Discriminator Loss: 1.3304... Generator Loss: 0.6373 Epoch 5/8... Discriminator Loss: 1.2518... Generator Loss: 0.6955 Epoch 5/8... Discriminator Loss: 1.2154... Generator Loss: 0.7368 Epoch 5/8... Discriminator Loss: 1.2465... Generator Loss: 0.6850 Epoch 5/8... Discriminator Loss: 1.2084... Generator Loss: 1.1772 Epoch 5/8... Discriminator Loss: 1.1564... Generator Loss: 0.9173 Epoch 5/8... Discriminator Loss: 1.4196... Generator Loss: 0.5629 Epoch 5/8... Discriminator Loss: 1.2435... Generator Loss: 0.8335
Epoch 5/8... Discriminator Loss: 1.4312... Generator Loss: 0.6421 Epoch 5/8... Discriminator Loss: 1.1662... Generator Loss: 0.7783 Epoch 5/8... Discriminator Loss: 1.1922... Generator Loss: 0.8274 Epoch 5/8... Discriminator Loss: 1.4389... Generator Loss: 0.5585 Epoch 5/8... Discriminator Loss: 1.5110... Generator Loss: 0.4557 Epoch 5/8... Discriminator Loss: 1.1094... Generator Loss: 1.1212 Epoch 5/8... Discriminator Loss: 1.1733... Generator Loss: 0.8118 Epoch 5/8... Discriminator Loss: 1.2712... Generator Loss: 0.6572 Epoch 5/8... Discriminator Loss: 1.4565... Generator Loss: 0.6328 Epoch 5/8... Discriminator Loss: 1.1542... Generator Loss: 1.0974
Epoch 5/8... Discriminator Loss: 1.2436... Generator Loss: 0.8949 Epoch 5/8... Discriminator Loss: 1.1454... Generator Loss: 0.8140 Epoch 5/8... Discriminator Loss: 1.1933... Generator Loss: 1.2024 Epoch 5/8... Discriminator Loss: 1.1464... Generator Loss: 0.7603 Epoch 5/8... Discriminator Loss: 1.4041... Generator Loss: 0.5528 Epoch 5/8... Discriminator Loss: 1.0061... Generator Loss: 0.8886 Epoch 5/8... Discriminator Loss: 1.1290... Generator Loss: 1.3117 Epoch 5/8... Discriminator Loss: 1.1586... Generator Loss: 0.6633 Epoch 5/8... Discriminator Loss: 1.2556... Generator Loss: 0.7051 Epoch 5/8... Discriminator Loss: 0.9995... Generator Loss: 0.9955
Epoch 5/8... Discriminator Loss: 1.5120... Generator Loss: 0.5734 Epoch 5/8... Discriminator Loss: 1.2860... Generator Loss: 0.7863 Epoch 5/8... Discriminator Loss: 1.4395... Generator Loss: 0.6384 Epoch 5/8... Discriminator Loss: 1.3768... Generator Loss: 0.6262 Epoch 5/8... Discriminator Loss: 1.3272... Generator Loss: 0.8931 Epoch 5/8... Discriminator Loss: 1.2093... Generator Loss: 0.8796 Epoch 5/8... Discriminator Loss: 1.0489... Generator Loss: 1.0189 Epoch 5/8... Discriminator Loss: 1.3840... Generator Loss: 0.7085 Epoch 5/8... Discriminator Loss: 1.2647... Generator Loss: 0.6616 Epoch 5/8... Discriminator Loss: 1.3284... Generator Loss: 0.7270
Epoch 5/8... Discriminator Loss: 1.3527... Generator Loss: 0.7363 Epoch 5/8... Discriminator Loss: 1.4274... Generator Loss: 0.5440 Epoch 5/8... Discriminator Loss: 1.2137... Generator Loss: 0.9102 Epoch 5/8... Discriminator Loss: 1.5195... Generator Loss: 0.4562 Epoch 5/8... Discriminator Loss: 1.2899... Generator Loss: 0.6482 Epoch 5/8... Discriminator Loss: 1.2441... Generator Loss: 1.1231 Epoch 5/8... Discriminator Loss: 1.1207... Generator Loss: 0.8958 Epoch 5/8... Discriminator Loss: 1.1648... Generator Loss: 0.8910 Epoch 5/8... Discriminator Loss: 1.2315... Generator Loss: 0.7227 Epoch 5/8... Discriminator Loss: 1.4060... Generator Loss: 0.8160
Epoch 5/8... Discriminator Loss: 1.1803... Generator Loss: 0.7787 Epoch 5/8... Discriminator Loss: 1.3141... Generator Loss: 0.6467 Epoch 5/8... Discriminator Loss: 1.2334... Generator Loss: 0.6844 Epoch 5/8... Discriminator Loss: 1.2906... Generator Loss: 0.7546 Epoch 5/8... Discriminator Loss: 1.1419... Generator Loss: 0.8643 Epoch 5/8... Discriminator Loss: 1.4729... Generator Loss: 0.5622 Epoch 5/8... Discriminator Loss: 1.1483... Generator Loss: 0.8610 Epoch 5/8... Discriminator Loss: 1.4231... Generator Loss: 0.6203 Epoch 5/8... Discriminator Loss: 1.0065... Generator Loss: 1.0077 Epoch 5/8... Discriminator Loss: 1.4620... Generator Loss: 0.6517
Epoch 5/8... Discriminator Loss: 1.3431... Generator Loss: 0.6411 Epoch 5/8... Discriminator Loss: 1.1732... Generator Loss: 0.8384 Epoch 5/8... Discriminator Loss: 1.3583... Generator Loss: 0.7331 Epoch 5/8... Discriminator Loss: 1.1851... Generator Loss: 0.9662 Epoch 5/8... Discriminator Loss: 1.1609... Generator Loss: 0.7821 Epoch 5/8... Discriminator Loss: 1.3943... Generator Loss: 0.4617 Epoch 5/8... Discriminator Loss: 1.2407... Generator Loss: 0.7550 Epoch 5/8... Discriminator Loss: 1.1173... Generator Loss: 0.9398 Epoch 5/8... Discriminator Loss: 1.2000... Generator Loss: 0.7118 Epoch 5/8... Discriminator Loss: 1.3077... Generator Loss: 0.7548
Epoch 5/8... Discriminator Loss: 1.3030... Generator Loss: 0.6996 Epoch 5/8... Discriminator Loss: 1.1914... Generator Loss: 0.6129 Epoch 5/8... Discriminator Loss: 1.0058... Generator Loss: 1.2305 Epoch 5/8... Discriminator Loss: 1.5922... Generator Loss: 0.5896 Epoch 5/8... Discriminator Loss: 1.3347... Generator Loss: 0.7108 Epoch 5/8... Discriminator Loss: 1.4072... Generator Loss: 0.6003 Epoch 5/8... Discriminator Loss: 1.1772... Generator Loss: 1.0317 Epoch 5/8... Discriminator Loss: 1.2175... Generator Loss: 0.7828 Epoch 5/8... Discriminator Loss: 1.3590... Generator Loss: 0.6428 Epoch 5/8... Discriminator Loss: 1.3933... Generator Loss: 0.5537
Epoch 5/8... Discriminator Loss: 1.2032... Generator Loss: 0.7524 Epoch 5/8... Discriminator Loss: 1.3714... Generator Loss: 0.6861 Epoch 5/8... Discriminator Loss: 1.3880... Generator Loss: 0.6571 Epoch 5/8... Discriminator Loss: 1.1266... Generator Loss: 0.9128 Epoch 5/8... Discriminator Loss: 1.0999... Generator Loss: 1.5787 Epoch 5/8... Discriminator Loss: 1.3178... Generator Loss: 0.7356 Epoch 5/8... Discriminator Loss: 1.4464... Generator Loss: 0.5890 Epoch 5/8... Discriminator Loss: 1.4313... Generator Loss: 0.7528 Epoch 5/8... Discriminator Loss: 1.4605... Generator Loss: 0.5379 Epoch 5/8... Discriminator Loss: 1.1799... Generator Loss: 0.7249
Epoch 5/8... Discriminator Loss: 1.4691... Generator Loss: 0.7151 Epoch 5/8... Discriminator Loss: 1.0247... Generator Loss: 1.7969 Epoch 5/8... Discriminator Loss: 1.2624... Generator Loss: 0.7726 Epoch 5/8... Discriminator Loss: 1.2329... Generator Loss: 0.8159 Epoch 5/8... Discriminator Loss: 1.3480... Generator Loss: 0.5820 Epoch 5/8... Discriminator Loss: 1.4761... Generator Loss: 0.5745 Epoch 5/8... Discriminator Loss: 1.1118... Generator Loss: 0.8660 Epoch 5/8... Discriminator Loss: 1.2577... Generator Loss: 0.6365 Epoch 5/8... Discriminator Loss: 1.0059... Generator Loss: 1.0566 Epoch 5/8... Discriminator Loss: 1.3498... Generator Loss: 0.6955
Epoch 5/8... Discriminator Loss: 1.3884... Generator Loss: 0.5799 Epoch 5/8... Discriminator Loss: 1.3212... Generator Loss: 0.5795 Epoch 5/8... Discriminator Loss: 1.3365... Generator Loss: 0.7277 Epoch 5/8... Discriminator Loss: 1.4315... Generator Loss: 0.5518 Epoch 5/8... Discriminator Loss: 1.2085... Generator Loss: 0.8700 Epoch 5/8... Discriminator Loss: 1.0758... Generator Loss: 0.8340 Epoch 5/8... Discriminator Loss: 1.3115... Generator Loss: 0.6288 Epoch 5/8... Discriminator Loss: 1.2881... Generator Loss: 0.7154 Epoch 5/8... Discriminator Loss: 1.0775... Generator Loss: 0.9864 Epoch 5/8... Discriminator Loss: 1.3405... Generator Loss: 0.6462
Epoch 5/8... Discriminator Loss: 1.1906... Generator Loss: 0.7130 Epoch 5/8... Discriminator Loss: 1.2855... Generator Loss: 0.7724 Epoch 5/8... Discriminator Loss: 1.1691... Generator Loss: 0.8916 Epoch 5/8... Discriminator Loss: 1.2647... Generator Loss: 0.8198 Epoch 5/8... Discriminator Loss: 1.1823... Generator Loss: 0.9576 Epoch 5/8... Discriminator Loss: 1.2877... Generator Loss: 0.7067 Epoch 5/8... Discriminator Loss: 1.3538... Generator Loss: 0.6519 Epoch 5/8... Discriminator Loss: 1.2558... Generator Loss: 0.8245 Epoch 5/8... Discriminator Loss: 0.9682... Generator Loss: 1.4398 Epoch 5/8... Discriminator Loss: 1.3577... Generator Loss: 0.6616
Epoch 5/8... Discriminator Loss: 1.2395... Generator Loss: 0.8106 Epoch 5/8... Discriminator Loss: 1.0771... Generator Loss: 0.9217 Epoch 5/8... Discriminator Loss: 1.3769... Generator Loss: 0.7566 Epoch 5/8... Discriminator Loss: 1.2895... Generator Loss: 0.8289 Epoch 5/8... Discriminator Loss: 1.5868... Generator Loss: 0.5078 Epoch 5/8... Discriminator Loss: 1.1219... Generator Loss: 0.8580 Epoch 5/8... Discriminator Loss: 1.3819... Generator Loss: 0.6444 Epoch 5/8... Discriminator Loss: 1.2163... Generator Loss: 0.8483 Epoch 5/8... Discriminator Loss: 1.6066... Generator Loss: 0.5565 Epoch 5/8... Discriminator Loss: 1.3225... Generator Loss: 0.7438
Epoch 5/8... Discriminator Loss: 1.0606... Generator Loss: 1.1111 Epoch 5/8... Discriminator Loss: 1.2637... Generator Loss: 0.7735 Epoch 5/8... Discriminator Loss: 1.3227... Generator Loss: 0.7110 Epoch 5/8... Discriminator Loss: 1.4434... Generator Loss: 0.9171 Epoch 5/8... Discriminator Loss: 1.3082... Generator Loss: 0.7267 Epoch 5/8... Discriminator Loss: 1.4148... Generator Loss: 0.5780 Epoch 5/8... Discriminator Loss: 1.2788... Generator Loss: 0.7005 Epoch 5/8... Discriminator Loss: 1.2801... Generator Loss: 0.8342 Epoch 5/8... Discriminator Loss: 0.9916... Generator Loss: 1.1714 Epoch 5/8... Discriminator Loss: 1.0977... Generator Loss: 1.6514
Epoch 5/8... Discriminator Loss: 1.1750... Generator Loss: 1.0034 Epoch 5/8... Discriminator Loss: 1.2577... Generator Loss: 0.9649 Epoch 5/8... Discriminator Loss: 0.9929... Generator Loss: 1.3269 Epoch 5/8... Discriminator Loss: 1.1526... Generator Loss: 0.6863 Epoch 5/8... Discriminator Loss: 1.6067... Generator Loss: 0.5392 Epoch 5/8... Discriminator Loss: 1.2764... Generator Loss: 0.6830 Epoch 5/8... Discriminator Loss: 1.1829... Generator Loss: 1.0482 Epoch 5/8... Discriminator Loss: 1.1455... Generator Loss: 0.9924 Epoch 5/8... Discriminator Loss: 1.2748... Generator Loss: 0.6865 Epoch 5/8... Discriminator Loss: 1.2510... Generator Loss: 0.7479
Epoch 5/8... Discriminator Loss: 1.2716... Generator Loss: 0.7793 Epoch 5/8... Discriminator Loss: 1.3294... Generator Loss: 0.7795 Epoch 5/8... Discriminator Loss: 1.3346... Generator Loss: 0.5931 Epoch 5/8... Discriminator Loss: 1.1990... Generator Loss: 0.7177 Epoch 5/8... Discriminator Loss: 1.3119... Generator Loss: 0.6460 Epoch 5/8... Discriminator Loss: 1.2022... Generator Loss: 0.8890 Epoch 5/8... Discriminator Loss: 1.1145... Generator Loss: 1.1416 Epoch 5/8... Discriminator Loss: 1.4316... Generator Loss: 0.5615 Epoch 5/8... Discriminator Loss: 1.2994... Generator Loss: 0.7677 Epoch 5/8... Discriminator Loss: 1.2653... Generator Loss: 0.6902
Epoch 5/8... Discriminator Loss: 1.2457... Generator Loss: 0.8303 Epoch 5/8... Discriminator Loss: 1.2781... Generator Loss: 0.6852 Epoch 5/8... Discriminator Loss: 1.1463... Generator Loss: 0.7639 Epoch 5/8... Discriminator Loss: 1.3097... Generator Loss: 0.5843 Epoch 5/8... Discriminator Loss: 1.3828... Generator Loss: 0.5872 Epoch 5/8... Discriminator Loss: 1.2316... Generator Loss: 0.7624 Epoch 5/8... Discriminator Loss: 1.2707... Generator Loss: 0.7788 Epoch 5/8... Discriminator Loss: 1.0373... Generator Loss: 1.0152 Epoch 5/8... Discriminator Loss: 1.2153... Generator Loss: 0.6953 Epoch 5/8... Discriminator Loss: 1.1721... Generator Loss: 0.7469
Epoch 5/8... Discriminator Loss: 1.4107... Generator Loss: 0.7196 Epoch 5/8... Discriminator Loss: 1.2667... Generator Loss: 0.7680 Epoch 5/8... Discriminator Loss: 1.0956... Generator Loss: 1.2510 Epoch 5/8... Discriminator Loss: 1.1535... Generator Loss: 1.1880 Epoch 5/8... Discriminator Loss: 1.1713... Generator Loss: 0.8128 Epoch 5/8... Discriminator Loss: 1.1816... Generator Loss: 0.8159 Epoch 5/8... Discriminator Loss: 1.1181... Generator Loss: 0.9890 Epoch 5/8... Discriminator Loss: 1.3474... Generator Loss: 0.5879 Epoch 5/8... Discriminator Loss: 1.2490... Generator Loss: 0.7548 Epoch 5/8... Discriminator Loss: 1.1555... Generator Loss: 1.3558
Epoch 5/8... Discriminator Loss: 1.2020... Generator Loss: 0.7659 Epoch 5/8... Discriminator Loss: 1.4300... Generator Loss: 0.5558 Epoch 5/8... Discriminator Loss: 1.0213... Generator Loss: 1.0248 Epoch 5/8... Discriminator Loss: 1.3029... Generator Loss: 0.5951 Epoch 5/8... Discriminator Loss: 1.2486... Generator Loss: 0.9608 Epoch 5/8... Discriminator Loss: 1.3376... Generator Loss: 0.6722 Epoch 5/8... Discriminator Loss: 1.3424... Generator Loss: 0.6789 Epoch 5/8... Discriminator Loss: 1.3356... Generator Loss: 0.5869 Epoch 5/8... Discriminator Loss: 1.0870... Generator Loss: 0.8387 Epoch 5/8... Discriminator Loss: 1.0904... Generator Loss: 0.8630
Epoch 5/8... Discriminator Loss: 1.1883... Generator Loss: 0.6865 Epoch 5/8... Discriminator Loss: 1.1729... Generator Loss: 0.7028 Epoch 5/8... Discriminator Loss: 1.4081... Generator Loss: 0.5688 Epoch 5/8... Discriminator Loss: 1.3579... Generator Loss: 0.7044 Epoch 5/8... Discriminator Loss: 1.2325... Generator Loss: 0.7937 Epoch 5/8... Discriminator Loss: 1.1789... Generator Loss: 0.7736 Epoch 5/8... Discriminator Loss: 1.3167... Generator Loss: 0.6768 Epoch 5/8... Discriminator Loss: 1.2523... Generator Loss: 0.6155 Epoch 5/8... Discriminator Loss: 1.4920... Generator Loss: 0.5143 Epoch 5/8... Discriminator Loss: 1.4193... Generator Loss: 0.5230
Epoch 5/8... Discriminator Loss: 1.2625... Generator Loss: 0.9141 Epoch 5/8... Discriminator Loss: 1.3872... Generator Loss: 0.7999 Epoch 5/8... Discriminator Loss: 0.9826... Generator Loss: 1.3742 Epoch 5/8... Discriminator Loss: 1.3904... Generator Loss: 0.6143 Epoch 5/8... Discriminator Loss: 1.4462... Generator Loss: 0.5959 Epoch 5/8... Discriminator Loss: 1.1209... Generator Loss: 0.7818 Epoch 5/8... Discriminator Loss: 1.2533... Generator Loss: 0.7043 Epoch 5/8... Discriminator Loss: 1.0193... Generator Loss: 1.5229 Epoch 5/8... Discriminator Loss: 1.3303... Generator Loss: 0.8696 Epoch 5/8... Discriminator Loss: 1.0458... Generator Loss: 1.1696
Epoch 5/8... Discriminator Loss: 1.3287... Generator Loss: 0.6000 Epoch 5/8... Discriminator Loss: 1.3596... Generator Loss: 0.5915 Epoch 5/8... Discriminator Loss: 1.1755... Generator Loss: 0.6955 Epoch 5/8... Discriminator Loss: 0.9834... Generator Loss: 1.3521 Epoch 5/8... Discriminator Loss: 1.3989... Generator Loss: 0.5912 Epoch 5/8... Discriminator Loss: 1.3019... Generator Loss: 0.7234 Epoch 5/8... Discriminator Loss: 1.2914... Generator Loss: 0.7472 Epoch 5/8... Discriminator Loss: 1.4902... Generator Loss: 0.7118 Epoch 5/8... Discriminator Loss: 1.3282... Generator Loss: 0.8341 Epoch 5/8... Discriminator Loss: 1.1550... Generator Loss: 0.7828
Epoch 5/8... Discriminator Loss: 1.4476... Generator Loss: 0.4947 Epoch 5/8... Discriminator Loss: 1.3725... Generator Loss: 0.6854 Epoch 5/8... Discriminator Loss: 1.2655... Generator Loss: 0.8378 Epoch 5/8... Discriminator Loss: 1.1574... Generator Loss: 0.8760 Epoch 5/8... Discriminator Loss: 1.3848... Generator Loss: 0.6367 Epoch 5/8... Discriminator Loss: 1.2865... Generator Loss: 0.7237 Epoch 5/8... Discriminator Loss: 1.4474... Generator Loss: 0.5370 Epoch 5/8... Discriminator Loss: 1.1815... Generator Loss: 0.7441 Epoch 5/8... Discriminator Loss: 1.0422... Generator Loss: 0.9561 Epoch 5/8... Discriminator Loss: 1.1370... Generator Loss: 0.8141
Epoch 5/8... Discriminator Loss: 1.3411... Generator Loss: 0.6905 Epoch 5/8... Discriminator Loss: 1.1193... Generator Loss: 0.8537 Epoch 5/8... Discriminator Loss: 1.1898... Generator Loss: 0.8062 Epoch 5/8... Discriminator Loss: 1.2100... Generator Loss: 0.8460 Epoch 5/8... Discriminator Loss: 0.9823... Generator Loss: 0.9051 Epoch 5/8... Discriminator Loss: 1.4302... Generator Loss: 0.6072 Epoch 5/8... Discriminator Loss: 1.4023... Generator Loss: 0.6348 Epoch 5/8... Discriminator Loss: 1.3036... Generator Loss: 0.6846 Epoch 5/8... Discriminator Loss: 1.3651... Generator Loss: 0.7013 Epoch 5/8... Discriminator Loss: 1.3488... Generator Loss: 0.6034
Epoch 5/8... Discriminator Loss: 1.3170... Generator Loss: 0.7603 Epoch 5/8... Discriminator Loss: 1.3164... Generator Loss: 1.1768 Epoch 5/8... Discriminator Loss: 1.5366... Generator Loss: 0.5978 Epoch 5/8... Discriminator Loss: 1.2673... Generator Loss: 0.6780 Epoch 5/8... Discriminator Loss: 1.3803... Generator Loss: 0.5532 Epoch 5/8... Discriminator Loss: 1.2120... Generator Loss: 1.1160 Epoch 5/8... Discriminator Loss: 1.2239... Generator Loss: 0.8738 Epoch 5/8... Discriminator Loss: 1.2223... Generator Loss: 0.9373 Epoch 5/8... Discriminator Loss: 1.3628... Generator Loss: 0.5718 Epoch 5/8... Discriminator Loss: 1.0789... Generator Loss: 1.0189
Epoch 5/8... Discriminator Loss: 1.4465... Generator Loss: 0.5532 Epoch 5/8... Discriminator Loss: 1.3306... Generator Loss: 0.7528 Epoch 5/8... Discriminator Loss: 1.1632... Generator Loss: 0.8021 Epoch 5/8... Discriminator Loss: 1.4266... Generator Loss: 0.5454 Epoch 5/8... Discriminator Loss: 1.3524... Generator Loss: 0.5669 Epoch 5/8... Discriminator Loss: 1.3525... Generator Loss: 0.6589 Epoch 5/8... Discriminator Loss: 1.0574... Generator Loss: 0.9444 Epoch 5/8... Discriminator Loss: 1.1829... Generator Loss: 0.8494 Epoch 5/8... Discriminator Loss: 1.3460... Generator Loss: 0.7076 Epoch 5/8... Discriminator Loss: 1.2431... Generator Loss: 0.8276
Epoch 5/8... Discriminator Loss: 1.4528... Generator Loss: 0.4801 Epoch 5/8... Discriminator Loss: 1.5382... Generator Loss: 0.7202 Epoch 5/8... Discriminator Loss: 1.2216... Generator Loss: 0.8766 Epoch 5/8... Discriminator Loss: 1.3501... Generator Loss: 0.4713 Epoch 5/8... Discriminator Loss: 1.2154... Generator Loss: 1.0234 Epoch 5/8... Discriminator Loss: 1.2386... Generator Loss: 0.6455 Epoch 5/8... Discriminator Loss: 1.1965... Generator Loss: 0.8357 Epoch 5/8... Discriminator Loss: 1.4846... Generator Loss: 0.6057 Epoch 5/8... Discriminator Loss: 1.4601... Generator Loss: 0.6418 Epoch 5/8... Discriminator Loss: 1.2089... Generator Loss: 0.6418
Epoch 5/8... Discriminator Loss: 1.2803... Generator Loss: 0.6964 Epoch 5/8... Discriminator Loss: 1.2502... Generator Loss: 0.6789 Epoch 5/8... Discriminator Loss: 1.1060... Generator Loss: 0.9214 Epoch 5/8... Discriminator Loss: 1.3297... Generator Loss: 0.8885 Epoch 5/8... Discriminator Loss: 1.2418... Generator Loss: 0.7679 Epoch 5/8... Discriminator Loss: 1.4415... Generator Loss: 0.6011 Epoch 5/8... Discriminator Loss: 1.3670... Generator Loss: 0.6627 Epoch 5/8... Discriminator Loss: 1.4058... Generator Loss: 0.5773 Epoch 5/8... Discriminator Loss: 1.2258... Generator Loss: 0.7116 Epoch 5/8... Discriminator Loss: 1.2034... Generator Loss: 1.0010
Epoch 5/8... Discriminator Loss: 1.2342... Generator Loss: 0.6971 Epoch 5/8... Discriminator Loss: 1.4909... Generator Loss: 0.5304 Epoch 5/8... Discriminator Loss: 1.3666... Generator Loss: 0.7317 Epoch 5/8... Discriminator Loss: 1.3403... Generator Loss: 0.6782 Epoch 5/8... Discriminator Loss: 1.4740... Generator Loss: 0.5746 Epoch 5/8... Discriminator Loss: 1.2519... Generator Loss: 0.6958 Epoch 5/8... Discriminator Loss: 1.3755... Generator Loss: 0.5662 Epoch 5/8... Discriminator Loss: 1.4657... Generator Loss: 0.6184 Epoch 5/8... Discriminator Loss: 1.1067... Generator Loss: 0.7974 Epoch 5/8... Discriminator Loss: 1.5038... Generator Loss: 0.6224
Epoch 5/8... Discriminator Loss: 1.3050... Generator Loss: 1.1045 Epoch 5/8... Discriminator Loss: 1.3525... Generator Loss: 0.6170 Epoch 5/8... Discriminator Loss: 1.2425... Generator Loss: 0.8875 Epoch 5/8... Discriminator Loss: 1.1133... Generator Loss: 0.7512 Epoch 5/8... Discriminator Loss: 1.4061... Generator Loss: 0.6593 Epoch 5/8... Discriminator Loss: 1.3414... Generator Loss: 0.6516 Epoch 5/8... Discriminator Loss: 1.4959... Generator Loss: 0.5857 Epoch 5/8... Discriminator Loss: 1.3173... Generator Loss: 0.7128 Epoch 5/8... Discriminator Loss: 1.3249... Generator Loss: 0.6222 Epoch 5/8... Discriminator Loss: 1.4097... Generator Loss: 0.5963
Epoch 5/8... Discriminator Loss: 1.2144... Generator Loss: 0.9023 Epoch 5/8... Discriminator Loss: 1.1215... Generator Loss: 0.7706 Epoch 5/8... Discriminator Loss: 1.1893... Generator Loss: 0.9063 Epoch 5/8... Discriminator Loss: 1.0942... Generator Loss: 1.4298 Epoch 5/8... Discriminator Loss: 1.3691... Generator Loss: 0.6854 Epoch 5/8... Discriminator Loss: 1.3171... Generator Loss: 0.8285 Epoch 5/8... Discriminator Loss: 1.2877... Generator Loss: 0.8521 Epoch 5/8... Discriminator Loss: 1.2050... Generator Loss: 1.0864 Epoch 5/8... Discriminator Loss: 1.5909... Generator Loss: 0.4648 Epoch 5/8... Discriminator Loss: 1.1321... Generator Loss: 1.0190
Epoch 5/8... Discriminator Loss: 1.2395... Generator Loss: 0.8578 Epoch 5/8... Discriminator Loss: 1.3155... Generator Loss: 0.5981 Epoch 5/8... Discriminator Loss: 1.1245... Generator Loss: 0.8184 Epoch 5/8... Discriminator Loss: 1.0347... Generator Loss: 0.9603 Epoch 5/8... Discriminator Loss: 1.3755... Generator Loss: 0.6241 Epoch 5/8... Discriminator Loss: 1.4142... Generator Loss: 0.5927 Epoch 5/8... Discriminator Loss: 1.2126... Generator Loss: 0.9950 Epoch 5/8... Discriminator Loss: 1.2876... Generator Loss: 0.5824 Epoch 5/8... Discriminator Loss: 1.0971... Generator Loss: 1.0141 Epoch 5/8... Discriminator Loss: 1.3490... Generator Loss: 0.6584
Epoch 5/8... Discriminator Loss: 1.0681... Generator Loss: 1.0019 Epoch 5/8... Discriminator Loss: 1.3495... Generator Loss: 0.6510 Epoch 5/8... Discriminator Loss: 1.3738... Generator Loss: 0.5920 Epoch 5/8... Discriminator Loss: 1.3537... Generator Loss: 0.6532 Epoch 5/8... Discriminator Loss: 1.2074... Generator Loss: 0.9719 Epoch 5/8... Discriminator Loss: 1.2430... Generator Loss: 0.7877 Epoch 5/8... Discriminator Loss: 1.4220... Generator Loss: 0.6127 Epoch 5/8... Discriminator Loss: 1.4403... Generator Loss: 0.5542 Epoch 5/8... Discriminator Loss: 1.3911... Generator Loss: 0.7378 Epoch 5/8... Discriminator Loss: 1.1295... Generator Loss: 0.7895
Epoch 5/8... Discriminator Loss: 1.1733... Generator Loss: 0.8514 Epoch 5/8... Discriminator Loss: 1.4156... Generator Loss: 0.6049 Epoch 5/8... Discriminator Loss: 1.4293... Generator Loss: 0.5590 Epoch 5/8... Discriminator Loss: 1.2397... Generator Loss: 0.7806 Epoch 5/8... Discriminator Loss: 1.3208... Generator Loss: 0.6562 Epoch 5/8... Discriminator Loss: 0.9698... Generator Loss: 1.1968 Epoch 5/8... Discriminator Loss: 1.4359... Generator Loss: 0.6893 Epoch 5/8... Discriminator Loss: 1.3750... Generator Loss: 0.6262 Epoch 5/8... Discriminator Loss: 1.0773... Generator Loss: 0.8553 Epoch 5/8... Discriminator Loss: 1.3631... Generator Loss: 0.6221
Epoch 5/8... Discriminator Loss: 1.3879... Generator Loss: 0.6705 Epoch 5/8... Discriminator Loss: 1.2952... Generator Loss: 0.5990 Epoch 5/8... Discriminator Loss: 1.2662... Generator Loss: 0.6992 Epoch 5/8... Discriminator Loss: 1.2309... Generator Loss: 0.7702 Epoch 5/8... Discriminator Loss: 1.1277... Generator Loss: 0.8840 Epoch 5/8... Discriminator Loss: 1.2274... Generator Loss: 0.7168 Epoch 5/8... Discriminator Loss: 1.3838... Generator Loss: 0.7114 Epoch 5/8... Discriminator Loss: 1.4068... Generator Loss: 0.7012 Epoch 5/8... Discriminator Loss: 1.2497... Generator Loss: 0.9646 Epoch 5/8... Discriminator Loss: 1.3668... Generator Loss: 0.7311
Epoch 5/8... Discriminator Loss: 1.3452... Generator Loss: 0.7800 Epoch 5/8... Discriminator Loss: 1.2361... Generator Loss: 0.8586 Epoch 5/8... Discriminator Loss: 1.0342... Generator Loss: 0.9629 Epoch 5/8... Discriminator Loss: 1.5026... Generator Loss: 0.6105 Epoch 5/8... Discriminator Loss: 1.3778... Generator Loss: 0.6246 Epoch 5/8... Discriminator Loss: 1.1222... Generator Loss: 1.2361 Epoch 5/8... Discriminator Loss: 1.2483... Generator Loss: 0.9735 Epoch 5/8... Discriminator Loss: 1.2763... Generator Loss: 0.7453 Epoch 5/8... Discriminator Loss: 1.2630... Generator Loss: 0.8143 Epoch 5/8... Discriminator Loss: 1.3006... Generator Loss: 0.6528
Epoch 5/8... Discriminator Loss: 1.0867... Generator Loss: 1.0406 Epoch 5/8... Discriminator Loss: 1.3374... Generator Loss: 0.6402 Epoch 5/8... Discriminator Loss: 1.3956... Generator Loss: 0.6198 Epoch 5/8... Discriminator Loss: 1.1335... Generator Loss: 0.8721 Epoch 5/8... Discriminator Loss: 1.1153... Generator Loss: 0.8504 Epoch 5/8... Discriminator Loss: 1.3816... Generator Loss: 0.6282 Epoch 5/8... Discriminator Loss: 1.2986... Generator Loss: 0.6735 Epoch 5/8... Discriminator Loss: 1.3093... Generator Loss: 0.8258 Epoch 5/8... Discriminator Loss: 1.4023... Generator Loss: 0.8015 Epoch 5/8... Discriminator Loss: 1.1612... Generator Loss: 0.8594
Epoch 5/8... Discriminator Loss: 1.3835... Generator Loss: 0.6457 Epoch 5/8... Discriminator Loss: 1.2542... Generator Loss: 0.6983 Epoch 5/8... Discriminator Loss: 1.0006... Generator Loss: 1.3597 Epoch 5/8... Discriminator Loss: 1.1317... Generator Loss: 0.9146 Epoch 5/8... Discriminator Loss: 1.5156... Generator Loss: 0.5463 Epoch 5/8... Discriminator Loss: 1.1974... Generator Loss: 0.9310 Epoch 5/8... Discriminator Loss: 1.2226... Generator Loss: 0.8209 Epoch 5/8... Discriminator Loss: 1.0748... Generator Loss: 1.7703 Epoch 5/8... Discriminator Loss: 1.2588... Generator Loss: 0.8320 Epoch 5/8... Discriminator Loss: 1.4074... Generator Loss: 0.6431
Epoch 5/8... Discriminator Loss: 1.5820... Generator Loss: 0.5205 Epoch 5/8... Discriminator Loss: 1.4528... Generator Loss: 0.5416 Epoch 5/8... Discriminator Loss: 1.3124... Generator Loss: 0.6470 Epoch 5/8... Discriminator Loss: 1.4140... Generator Loss: 0.6440 Epoch 5/8... Discriminator Loss: 1.2864... Generator Loss: 0.6759 Epoch 6/8... Discriminator Loss: 1.2743... Generator Loss: 0.7519 Epoch 6/8... Discriminator Loss: 1.2093... Generator Loss: 0.9783 Epoch 6/8... Discriminator Loss: 1.4486... Generator Loss: 0.5047 Epoch 6/8... Discriminator Loss: 1.3867... Generator Loss: 0.6260 Epoch 6/8... Discriminator Loss: 1.4921... Generator Loss: 0.5451
Epoch 6/8... Discriminator Loss: 1.4465... Generator Loss: 0.6047 Epoch 6/8... Discriminator Loss: 1.4242... Generator Loss: 0.7487 Epoch 6/8... Discriminator Loss: 1.1173... Generator Loss: 0.8100 Epoch 6/8... Discriminator Loss: 1.4686... Generator Loss: 0.5568 Epoch 6/8... Discriminator Loss: 1.2895... Generator Loss: 0.7164 Epoch 6/8... Discriminator Loss: 1.3893... Generator Loss: 0.7159 Epoch 6/8... Discriminator Loss: 1.2080... Generator Loss: 0.7257 Epoch 6/8... Discriminator Loss: 1.3740... Generator Loss: 0.7240 Epoch 6/8... Discriminator Loss: 1.2935... Generator Loss: 0.6844 Epoch 6/8... Discriminator Loss: 1.2107... Generator Loss: 0.8429
Epoch 6/8... Discriminator Loss: 1.3837... Generator Loss: 0.5593 Epoch 6/8... Discriminator Loss: 1.0045... Generator Loss: 1.0772 Epoch 6/8... Discriminator Loss: 1.5081... Generator Loss: 0.5397 Epoch 6/8... Discriminator Loss: 1.2219... Generator Loss: 0.9218 Epoch 6/8... Discriminator Loss: 1.2373... Generator Loss: 0.9143 Epoch 6/8... Discriminator Loss: 1.3797... Generator Loss: 0.6540 Epoch 6/8... Discriminator Loss: 1.2800... Generator Loss: 0.7640 Epoch 6/8... Discriminator Loss: 1.3787... Generator Loss: 0.6991 Epoch 6/8... Discriminator Loss: 1.3283... Generator Loss: 0.6340 Epoch 6/8... Discriminator Loss: 1.3543... Generator Loss: 0.6573
Epoch 6/8... Discriminator Loss: 1.2755... Generator Loss: 0.6124 Epoch 6/8... Discriminator Loss: 1.3754... Generator Loss: 0.6584 Epoch 6/8... Discriminator Loss: 1.2941... Generator Loss: 0.7225 Epoch 6/8... Discriminator Loss: 1.3608... Generator Loss: 0.6084 Epoch 6/8... Discriminator Loss: 1.4891... Generator Loss: 0.5393 Epoch 6/8... Discriminator Loss: 1.2289... Generator Loss: 0.8550 Epoch 6/8... Discriminator Loss: 1.1996... Generator Loss: 0.9498 Epoch 6/8... Discriminator Loss: 1.3470... Generator Loss: 0.7337 Epoch 6/8... Discriminator Loss: 1.3075... Generator Loss: 0.7836 Epoch 6/8... Discriminator Loss: 1.2030... Generator Loss: 0.6892
Epoch 6/8... Discriminator Loss: 1.2625... Generator Loss: 0.9126 Epoch 6/8... Discriminator Loss: 1.3172... Generator Loss: 0.6364 Epoch 6/8... Discriminator Loss: 1.2508... Generator Loss: 0.7899 Epoch 6/8... Discriminator Loss: 1.2913... Generator Loss: 0.6260 Epoch 6/8... Discriminator Loss: 1.4564... Generator Loss: 0.5752 Epoch 6/8... Discriminator Loss: 1.4417... Generator Loss: 0.5289 Epoch 6/8... Discriminator Loss: 1.3285... Generator Loss: 0.6159 Epoch 6/8... Discriminator Loss: 1.2000... Generator Loss: 0.7531 Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.5635 Epoch 6/8... Discriminator Loss: 1.1713... Generator Loss: 1.1440
Epoch 6/8... Discriminator Loss: 1.1582... Generator Loss: 1.0086 Epoch 6/8... Discriminator Loss: 1.2511... Generator Loss: 0.7305 Epoch 6/8... Discriminator Loss: 1.0085... Generator Loss: 0.9681 Epoch 6/8... Discriminator Loss: 1.2834... Generator Loss: 0.7179 Epoch 6/8... Discriminator Loss: 1.3689... Generator Loss: 0.7310 Epoch 6/8... Discriminator Loss: 1.2921... Generator Loss: 0.6451 Epoch 6/8... Discriminator Loss: 1.4472... Generator Loss: 0.8226 Epoch 6/8... Discriminator Loss: 1.2141... Generator Loss: 0.7403 Epoch 6/8... Discriminator Loss: 1.3482... Generator Loss: 0.5546 Epoch 6/8... Discriminator Loss: 1.3531... Generator Loss: 0.7605
Epoch 6/8... Discriminator Loss: 1.3362... Generator Loss: 0.6852 Epoch 6/8... Discriminator Loss: 1.3566... Generator Loss: 0.6211 Epoch 6/8... Discriminator Loss: 0.9965... Generator Loss: 0.8837 Epoch 6/8... Discriminator Loss: 1.1028... Generator Loss: 0.8336 Epoch 6/8... Discriminator Loss: 1.2562... Generator Loss: 0.7810 Epoch 6/8... Discriminator Loss: 1.4309... Generator Loss: 0.6029 Epoch 6/8... Discriminator Loss: 1.3157... Generator Loss: 0.6611 Epoch 6/8... Discriminator Loss: 1.1354... Generator Loss: 0.9898 Epoch 6/8... Discriminator Loss: 1.3198... Generator Loss: 0.6789 Epoch 6/8... Discriminator Loss: 1.1756... Generator Loss: 1.0635
Epoch 6/8... Discriminator Loss: 1.4405... Generator Loss: 0.6564 Epoch 6/8... Discriminator Loss: 1.3929... Generator Loss: 0.7411 Epoch 6/8... Discriminator Loss: 1.1634... Generator Loss: 0.7680 Epoch 6/8... Discriminator Loss: 1.3370... Generator Loss: 0.6671 Epoch 6/8... Discriminator Loss: 1.4672... Generator Loss: 0.6309 Epoch 6/8... Discriminator Loss: 1.2974... Generator Loss: 0.7631 Epoch 6/8... Discriminator Loss: 1.2012... Generator Loss: 0.7300 Epoch 6/8... Discriminator Loss: 1.3666... Generator Loss: 0.7583 Epoch 6/8... Discriminator Loss: 1.1521... Generator Loss: 0.8896 Epoch 6/8... Discriminator Loss: 1.3753... Generator Loss: 0.6229
Epoch 6/8... Discriminator Loss: 1.2901... Generator Loss: 0.5335 Epoch 6/8... Discriminator Loss: 1.3201... Generator Loss: 0.9430 Epoch 6/8... Discriminator Loss: 1.2728... Generator Loss: 0.7609 Epoch 6/8... Discriminator Loss: 0.9929... Generator Loss: 1.2525 Epoch 6/8... Discriminator Loss: 1.2177... Generator Loss: 0.7185 Epoch 6/8... Discriminator Loss: 1.0313... Generator Loss: 1.0335 Epoch 6/8... Discriminator Loss: 1.2649... Generator Loss: 0.8642 Epoch 6/8... Discriminator Loss: 1.1584... Generator Loss: 0.8385 Epoch 6/8... Discriminator Loss: 1.3340... Generator Loss: 0.6378 Epoch 6/8... Discriminator Loss: 1.1826... Generator Loss: 0.9352
Epoch 6/8... Discriminator Loss: 1.3493... Generator Loss: 0.6137 Epoch 6/8... Discriminator Loss: 1.2762... Generator Loss: 0.7480 Epoch 6/8... Discriminator Loss: 1.0492... Generator Loss: 0.9992 Epoch 6/8... Discriminator Loss: 1.4648... Generator Loss: 0.7465 Epoch 6/8... Discriminator Loss: 1.3551... Generator Loss: 0.6305 Epoch 6/8... Discriminator Loss: 1.3401... Generator Loss: 0.6405 Epoch 6/8... Discriminator Loss: 1.3445... Generator Loss: 0.7100 Epoch 6/8... Discriminator Loss: 1.4672... Generator Loss: 0.5779 Epoch 6/8... Discriminator Loss: 1.4437... Generator Loss: 0.5416 Epoch 6/8... Discriminator Loss: 1.2385... Generator Loss: 0.6853
Epoch 6/8... Discriminator Loss: 1.3848... Generator Loss: 0.6808 Epoch 6/8... Discriminator Loss: 1.4070... Generator Loss: 0.6121 Epoch 6/8... Discriminator Loss: 0.9985... Generator Loss: 1.1924 Epoch 6/8... Discriminator Loss: 1.2357... Generator Loss: 0.8681 Epoch 6/8... Discriminator Loss: 1.3235... Generator Loss: 0.5862 Epoch 6/8... Discriminator Loss: 0.9856... Generator Loss: 1.1108 Epoch 6/8... Discriminator Loss: 1.4179... Generator Loss: 0.5489 Epoch 6/8... Discriminator Loss: 1.1808... Generator Loss: 0.8746 Epoch 6/8... Discriminator Loss: 1.2251... Generator Loss: 1.1596 Epoch 6/8... Discriminator Loss: 1.4098... Generator Loss: 0.6304
Epoch 6/8... Discriminator Loss: 1.4611... Generator Loss: 0.6872 Epoch 6/8... Discriminator Loss: 1.3085... Generator Loss: 0.6446 Epoch 6/8... Discriminator Loss: 1.3092... Generator Loss: 0.6900 Epoch 6/8... Discriminator Loss: 1.2848... Generator Loss: 0.6336 Epoch 6/8... Discriminator Loss: 1.4043... Generator Loss: 0.5045 Epoch 6/8... Discriminator Loss: 1.4705... Generator Loss: 0.4835 Epoch 6/8... Discriminator Loss: 1.1361... Generator Loss: 1.0035 Epoch 6/8... Discriminator Loss: 1.3551... Generator Loss: 0.7142 Epoch 6/8... Discriminator Loss: 1.1807... Generator Loss: 0.7757 Epoch 6/8... Discriminator Loss: 1.2076... Generator Loss: 0.7956
Epoch 6/8... Discriminator Loss: 1.1811... Generator Loss: 1.4273 Epoch 6/8... Discriminator Loss: 1.1883... Generator Loss: 0.8763 Epoch 6/8... Discriminator Loss: 1.3699... Generator Loss: 0.5735 Epoch 6/8... Discriminator Loss: 1.1649... Generator Loss: 0.7563 Epoch 6/8... Discriminator Loss: 1.2424... Generator Loss: 0.8683 Epoch 6/8... Discriminator Loss: 1.2336... Generator Loss: 0.7541 Epoch 6/8... Discriminator Loss: 1.5875... Generator Loss: 0.5894 Epoch 6/8... Discriminator Loss: 1.3154... Generator Loss: 0.5947 Epoch 6/8... Discriminator Loss: 1.4732... Generator Loss: 0.5939 Epoch 6/8... Discriminator Loss: 1.2690... Generator Loss: 0.7394
Epoch 6/8... Discriminator Loss: 1.4105... Generator Loss: 0.5300 Epoch 6/8... Discriminator Loss: 1.3826... Generator Loss: 0.6328 Epoch 6/8... Discriminator Loss: 1.2864... Generator Loss: 0.6422 Epoch 6/8... Discriminator Loss: 1.1316... Generator Loss: 0.7759 Epoch 6/8... Discriminator Loss: 1.4412... Generator Loss: 0.5697 Epoch 6/8... Discriminator Loss: 1.2885... Generator Loss: 0.6857 Epoch 6/8... Discriminator Loss: 1.0573... Generator Loss: 0.8364 Epoch 6/8... Discriminator Loss: 1.3056... Generator Loss: 0.6751 Epoch 6/8... Discriminator Loss: 1.4342... Generator Loss: 0.5055 Epoch 6/8... Discriminator Loss: 1.2685... Generator Loss: 0.6414
Epoch 6/8... Discriminator Loss: 1.2918... Generator Loss: 0.6809 Epoch 6/8... Discriminator Loss: 1.3656... Generator Loss: 0.6281 Epoch 6/8... Discriminator Loss: 1.3710... Generator Loss: 0.5958 Epoch 6/8... Discriminator Loss: 1.2097... Generator Loss: 0.7563 Epoch 6/8... Discriminator Loss: 1.2689... Generator Loss: 1.0956 Epoch 6/8... Discriminator Loss: 1.2704... Generator Loss: 0.8882 Epoch 6/8... Discriminator Loss: 1.3327... Generator Loss: 0.8981 Epoch 6/8... Discriminator Loss: 1.0854... Generator Loss: 0.9786 Epoch 6/8... Discriminator Loss: 1.3586... Generator Loss: 0.5924 Epoch 6/8... Discriminator Loss: 1.2095... Generator Loss: 0.7213
Epoch 6/8... Discriminator Loss: 1.3542... Generator Loss: 0.6799 Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.7041 Epoch 6/8... Discriminator Loss: 1.2884... Generator Loss: 0.7623 Epoch 6/8... Discriminator Loss: 1.1363... Generator Loss: 0.8568 Epoch 6/8... Discriminator Loss: 1.4190... Generator Loss: 0.5244 Epoch 6/8... Discriminator Loss: 1.4877... Generator Loss: 0.6072 Epoch 6/8... Discriminator Loss: 0.9965... Generator Loss: 1.2113 Epoch 6/8... Discriminator Loss: 1.2671... Generator Loss: 0.6076 Epoch 6/8... Discriminator Loss: 1.1714... Generator Loss: 0.8076 Epoch 6/8... Discriminator Loss: 1.4822... Generator Loss: 0.5280
Epoch 6/8... Discriminator Loss: 1.2230... Generator Loss: 0.7798 Epoch 6/8... Discriminator Loss: 1.4821... Generator Loss: 0.6655 Epoch 6/8... Discriminator Loss: 1.2960... Generator Loss: 0.8182 Epoch 6/8... Discriminator Loss: 1.3639... Generator Loss: 0.6514 Epoch 6/8... Discriminator Loss: 1.1998... Generator Loss: 0.7149 Epoch 6/8... Discriminator Loss: 1.3805... Generator Loss: 0.7078 Epoch 6/8... Discriminator Loss: 1.3570... Generator Loss: 0.5804 Epoch 6/8... Discriminator Loss: 1.1559... Generator Loss: 0.9172 Epoch 6/8... Discriminator Loss: 1.2122... Generator Loss: 0.8478 Epoch 6/8... Discriminator Loss: 1.3112... Generator Loss: 0.6582
Epoch 6/8... Discriminator Loss: 1.1457... Generator Loss: 0.8562 Epoch 6/8... Discriminator Loss: 1.4241... Generator Loss: 0.4936 Epoch 6/8... Discriminator Loss: 1.1421... Generator Loss: 1.1213 Epoch 6/8... Discriminator Loss: 1.1700... Generator Loss: 0.8390 Epoch 6/8... Discriminator Loss: 1.3138... Generator Loss: 0.7156 Epoch 6/8... Discriminator Loss: 1.2764... Generator Loss: 0.6582 Epoch 6/8... Discriminator Loss: 1.2211... Generator Loss: 0.8457 Epoch 6/8... Discriminator Loss: 1.2713... Generator Loss: 0.7410 Epoch 6/8... Discriminator Loss: 1.3642... Generator Loss: 0.7534 Epoch 6/8... Discriminator Loss: 1.2138... Generator Loss: 0.8935
Epoch 6/8... Discriminator Loss: 1.2891... Generator Loss: 0.7552 Epoch 6/8... Discriminator Loss: 1.1041... Generator Loss: 1.0036 Epoch 6/8... Discriminator Loss: 1.3549... Generator Loss: 0.5988 Epoch 6/8... Discriminator Loss: 1.4122... Generator Loss: 0.7935 Epoch 6/8... Discriminator Loss: 1.1587... Generator Loss: 0.8111 Epoch 6/8... Discriminator Loss: 1.0754... Generator Loss: 1.0119 Epoch 6/8... Discriminator Loss: 1.1753... Generator Loss: 0.7887 Epoch 6/8... Discriminator Loss: 1.5454... Generator Loss: 0.6568 Epoch 6/8... Discriminator Loss: 1.3026... Generator Loss: 0.7101 Epoch 6/8... Discriminator Loss: 1.3608... Generator Loss: 0.5933
Epoch 6/8... Discriminator Loss: 1.3777... Generator Loss: 0.6419 Epoch 6/8... Discriminator Loss: 1.4039... Generator Loss: 0.5976 Epoch 6/8... Discriminator Loss: 1.2953... Generator Loss: 0.6880 Epoch 6/8... Discriminator Loss: 1.3411... Generator Loss: 0.6220 Epoch 6/8... Discriminator Loss: 1.3986... Generator Loss: 0.5906 Epoch 6/8... Discriminator Loss: 1.3362... Generator Loss: 0.9179 Epoch 6/8... Discriminator Loss: 1.3101... Generator Loss: 0.5748 Epoch 6/8... Discriminator Loss: 1.2345... Generator Loss: 0.8991 Epoch 6/8... Discriminator Loss: 1.4968... Generator Loss: 0.4687 Epoch 6/8... Discriminator Loss: 1.4360... Generator Loss: 0.5453
Epoch 6/8... Discriminator Loss: 1.3789... Generator Loss: 0.6728 Epoch 6/8... Discriminator Loss: 1.1932... Generator Loss: 0.9304 Epoch 6/8... Discriminator Loss: 1.1869... Generator Loss: 0.8753 Epoch 6/8... Discriminator Loss: 1.3467... Generator Loss: 0.7537 Epoch 6/8... Discriminator Loss: 1.1400... Generator Loss: 0.9192 Epoch 6/8... Discriminator Loss: 1.2546... Generator Loss: 0.7496 Epoch 6/8... Discriminator Loss: 1.1932... Generator Loss: 1.1436 Epoch 6/8... Discriminator Loss: 1.1967... Generator Loss: 0.8984 Epoch 6/8... Discriminator Loss: 1.2901... Generator Loss: 0.7382 Epoch 6/8... Discriminator Loss: 1.0621... Generator Loss: 1.1932
Epoch 6/8... Discriminator Loss: 1.2796... Generator Loss: 0.6972 Epoch 6/8... Discriminator Loss: 1.1939... Generator Loss: 0.8180 Epoch 6/8... Discriminator Loss: 1.4352... Generator Loss: 0.6654 Epoch 6/8... Discriminator Loss: 1.1569... Generator Loss: 1.1288 Epoch 6/8... Discriminator Loss: 1.0070... Generator Loss: 1.1132 Epoch 6/8... Discriminator Loss: 1.1097... Generator Loss: 1.0178 Epoch 6/8... Discriminator Loss: 1.2928... Generator Loss: 0.8285 Epoch 6/8... Discriminator Loss: 1.2134... Generator Loss: 0.8912 Epoch 6/8... Discriminator Loss: 1.3275... Generator Loss: 0.6097 Epoch 6/8... Discriminator Loss: 1.5223... Generator Loss: 0.7335
Epoch 6/8... Discriminator Loss: 1.1065... Generator Loss: 1.3789 Epoch 6/8... Discriminator Loss: 1.3779... Generator Loss: 0.6652 Epoch 6/8... Discriminator Loss: 1.2572... Generator Loss: 0.7610 Epoch 6/8... Discriminator Loss: 1.1247... Generator Loss: 0.9563 Epoch 6/8... Discriminator Loss: 1.3752... Generator Loss: 0.7263 Epoch 6/8... Discriminator Loss: 1.4663... Generator Loss: 0.5371 Epoch 6/8... Discriminator Loss: 1.4755... Generator Loss: 0.6728 Epoch 6/8... Discriminator Loss: 1.6512... Generator Loss: 0.7587 Epoch 6/8... Discriminator Loss: 1.1573... Generator Loss: 0.7697 Epoch 6/8... Discriminator Loss: 1.1052... Generator Loss: 0.8917
Epoch 6/8... Discriminator Loss: 1.3817... Generator Loss: 0.5991 Epoch 6/8... Discriminator Loss: 1.2952... Generator Loss: 0.6789 Epoch 6/8... Discriminator Loss: 1.5107... Generator Loss: 0.5502 Epoch 6/8... Discriminator Loss: 1.3693... Generator Loss: 0.6712 Epoch 6/8... Discriminator Loss: 1.2015... Generator Loss: 0.7370 Epoch 6/8... Discriminator Loss: 1.2419... Generator Loss: 0.7612 Epoch 6/8... Discriminator Loss: 1.1787... Generator Loss: 0.9441 Epoch 6/8... Discriminator Loss: 1.1014... Generator Loss: 1.0424 Epoch 6/8... Discriminator Loss: 1.1434... Generator Loss: 0.9234 Epoch 6/8... Discriminator Loss: 1.3953... Generator Loss: 0.5481
Epoch 6/8... Discriminator Loss: 1.0739... Generator Loss: 0.9786 Epoch 6/8... Discriminator Loss: 1.2261... Generator Loss: 0.7201 Epoch 6/8... Discriminator Loss: 1.3360... Generator Loss: 0.6357 Epoch 6/8... Discriminator Loss: 1.4500... Generator Loss: 0.5646 Epoch 6/8... Discriminator Loss: 1.4366... Generator Loss: 0.5732 Epoch 6/8... Discriminator Loss: 1.2732... Generator Loss: 0.6960 Epoch 6/8... Discriminator Loss: 1.2205... Generator Loss: 0.7151 Epoch 6/8... Discriminator Loss: 1.1459... Generator Loss: 0.8188 Epoch 6/8... Discriminator Loss: 1.3628... Generator Loss: 0.6714 Epoch 6/8... Discriminator Loss: 1.3380... Generator Loss: 0.6700
Epoch 6/8... Discriminator Loss: 1.3305... Generator Loss: 0.6697 Epoch 6/8... Discriminator Loss: 1.4358... Generator Loss: 0.7009 Epoch 6/8... Discriminator Loss: 1.1195... Generator Loss: 0.7268 Epoch 6/8... Discriminator Loss: 1.1871... Generator Loss: 0.7462 Epoch 6/8... Discriminator Loss: 1.2859... Generator Loss: 0.6865 Epoch 6/8... Discriminator Loss: 1.4081... Generator Loss: 0.6091 Epoch 6/8... Discriminator Loss: 1.3526... Generator Loss: 0.6352 Epoch 6/8... Discriminator Loss: 1.3962... Generator Loss: 0.5980 Epoch 6/8... Discriminator Loss: 1.3331... Generator Loss: 0.7528 Epoch 6/8... Discriminator Loss: 1.6896... Generator Loss: 0.3786
Epoch 6/8... Discriminator Loss: 1.4423... Generator Loss: 0.5858 Epoch 6/8... Discriminator Loss: 1.4023... Generator Loss: 0.6344 Epoch 6/8... Discriminator Loss: 1.0805... Generator Loss: 0.8208 Epoch 6/8... Discriminator Loss: 1.3380... Generator Loss: 0.8274 Epoch 6/8... Discriminator Loss: 1.4196... Generator Loss: 0.5619 Epoch 6/8... Discriminator Loss: 1.3046... Generator Loss: 0.6682 Epoch 6/8... Discriminator Loss: 1.3062... Generator Loss: 0.6753 Epoch 6/8... Discriminator Loss: 1.0833... Generator Loss: 1.0149 Epoch 6/8... Discriminator Loss: 1.0616... Generator Loss: 0.9889 Epoch 6/8... Discriminator Loss: 1.1258... Generator Loss: 0.9775
Epoch 6/8... Discriminator Loss: 1.3427... Generator Loss: 0.6113 Epoch 6/8... Discriminator Loss: 1.3773... Generator Loss: 0.6125 Epoch 6/8... Discriminator Loss: 1.1668... Generator Loss: 0.7731 Epoch 6/8... Discriminator Loss: 1.4378... Generator Loss: 0.5164 Epoch 6/8... Discriminator Loss: 1.5541... Generator Loss: 0.4951 Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.6799 Epoch 6/8... Discriminator Loss: 1.3385... Generator Loss: 0.6850 Epoch 6/8... Discriminator Loss: 1.3353... Generator Loss: 0.6027 Epoch 6/8... Discriminator Loss: 1.3965... Generator Loss: 0.7288 Epoch 6/8... Discriminator Loss: 1.5645... Generator Loss: 0.4981
Epoch 6/8... Discriminator Loss: 1.1674... Generator Loss: 0.7516 Epoch 6/8... Discriminator Loss: 1.3104... Generator Loss: 0.7565 Epoch 6/8... Discriminator Loss: 0.9760... Generator Loss: 1.1564 Epoch 6/8... Discriminator Loss: 1.1771... Generator Loss: 0.7239 Epoch 6/8... Discriminator Loss: 1.2582... Generator Loss: 0.6858 Epoch 6/8... Discriminator Loss: 1.1403... Generator Loss: 0.9272 Epoch 6/8... Discriminator Loss: 1.4715... Generator Loss: 0.7818 Epoch 6/8... Discriminator Loss: 1.2882... Generator Loss: 0.7871 Epoch 6/8... Discriminator Loss: 1.2203... Generator Loss: 0.7473 Epoch 6/8... Discriminator Loss: 1.2087... Generator Loss: 0.7223
Epoch 6/8... Discriminator Loss: 1.4041... Generator Loss: 0.5798 Epoch 6/8... Discriminator Loss: 1.1147... Generator Loss: 0.9378 Epoch 6/8... Discriminator Loss: 1.3092... Generator Loss: 0.7698 Epoch 6/8... Discriminator Loss: 1.2985... Generator Loss: 0.7275 Epoch 6/8... Discriminator Loss: 1.2991... Generator Loss: 0.8018 Epoch 6/8... Discriminator Loss: 1.2870... Generator Loss: 0.5831 Epoch 6/8... Discriminator Loss: 1.2682... Generator Loss: 0.6680 Epoch 6/8... Discriminator Loss: 1.4568... Generator Loss: 0.5524 Epoch 6/8... Discriminator Loss: 1.1372... Generator Loss: 1.0243 Epoch 6/8... Discriminator Loss: 1.2852... Generator Loss: 0.7759
Epoch 6/8... Discriminator Loss: 1.4778... Generator Loss: 0.5570 Epoch 6/8... Discriminator Loss: 1.1230... Generator Loss: 0.9145 Epoch 6/8... Discriminator Loss: 1.4050... Generator Loss: 0.5806 Epoch 6/8... Discriminator Loss: 1.2155... Generator Loss: 0.8484 Epoch 6/8... Discriminator Loss: 1.1308... Generator Loss: 0.9128 Epoch 6/8... Discriminator Loss: 1.0854... Generator Loss: 1.0116 Epoch 6/8... Discriminator Loss: 1.3674... Generator Loss: 0.7891 Epoch 6/8... Discriminator Loss: 1.3884... Generator Loss: 0.4651 Epoch 6/8... Discriminator Loss: 1.2594... Generator Loss: 0.8345 Epoch 6/8... Discriminator Loss: 1.1243... Generator Loss: 0.9445
Epoch 6/8... Discriminator Loss: 1.3702... Generator Loss: 0.5920 Epoch 6/8... Discriminator Loss: 1.2347... Generator Loss: 0.4999 Epoch 6/8... Discriminator Loss: 1.4805... Generator Loss: 0.6873 Epoch 6/8... Discriminator Loss: 1.2905... Generator Loss: 0.8537 Epoch 6/8... Discriminator Loss: 1.2306... Generator Loss: 0.8561 Epoch 6/8... Discriminator Loss: 1.0877... Generator Loss: 0.9604 Epoch 6/8... Discriminator Loss: 1.2852... Generator Loss: 0.8631 Epoch 6/8... Discriminator Loss: 1.1473... Generator Loss: 0.9582 Epoch 6/8... Discriminator Loss: 1.4831... Generator Loss: 0.5410 Epoch 6/8... Discriminator Loss: 1.3988... Generator Loss: 0.7001
Epoch 6/8... Discriminator Loss: 1.3474... Generator Loss: 0.7333 Epoch 6/8... Discriminator Loss: 1.1073... Generator Loss: 1.2280 Epoch 6/8... Discriminator Loss: 1.1588... Generator Loss: 0.8103 Epoch 6/8... Discriminator Loss: 1.0983... Generator Loss: 0.8531 Epoch 6/8... Discriminator Loss: 1.2932... Generator Loss: 0.7028 Epoch 6/8... Discriminator Loss: 1.2650... Generator Loss: 0.8398 Epoch 6/8... Discriminator Loss: 1.1236... Generator Loss: 1.0937 Epoch 6/8... Discriminator Loss: 1.2060... Generator Loss: 0.7737 Epoch 6/8... Discriminator Loss: 1.3417... Generator Loss: 0.6836 Epoch 6/8... Discriminator Loss: 1.2718... Generator Loss: 0.6323
Epoch 6/8... Discriminator Loss: 1.2470... Generator Loss: 0.7436 Epoch 6/8... Discriminator Loss: 1.5080... Generator Loss: 0.6306 Epoch 6/8... Discriminator Loss: 1.4783... Generator Loss: 0.5236 Epoch 6/8... Discriminator Loss: 1.1310... Generator Loss: 0.8863 Epoch 6/8... Discriminator Loss: 1.1924... Generator Loss: 0.8896 Epoch 6/8... Discriminator Loss: 1.3718... Generator Loss: 0.6193 Epoch 6/8... Discriminator Loss: 1.1104... Generator Loss: 0.8604 Epoch 6/8... Discriminator Loss: 1.1413... Generator Loss: 0.8541 Epoch 6/8... Discriminator Loss: 1.0314... Generator Loss: 1.0304 Epoch 6/8... Discriminator Loss: 1.4805... Generator Loss: 0.7019
Epoch 6/8... Discriminator Loss: 1.2695... Generator Loss: 0.7263 Epoch 6/8... Discriminator Loss: 1.1835... Generator Loss: 0.9832 Epoch 6/8... Discriminator Loss: 1.0661... Generator Loss: 0.9462 Epoch 6/8... Discriminator Loss: 1.2485... Generator Loss: 0.7952 Epoch 6/8... Discriminator Loss: 1.1870... Generator Loss: 0.8131 Epoch 6/8... Discriminator Loss: 1.3590... Generator Loss: 0.5935 Epoch 6/8... Discriminator Loss: 1.2033... Generator Loss: 0.7896 Epoch 6/8... Discriminator Loss: 1.4245... Generator Loss: 0.5826 Epoch 6/8... Discriminator Loss: 1.2850... Generator Loss: 0.7467 Epoch 6/8... Discriminator Loss: 1.3361... Generator Loss: 0.8093
Epoch 6/8... Discriminator Loss: 1.2387... Generator Loss: 0.9852 Epoch 6/8... Discriminator Loss: 1.0965... Generator Loss: 0.8874 Epoch 6/8... Discriminator Loss: 1.5032... Generator Loss: 0.6626 Epoch 6/8... Discriminator Loss: 1.3548... Generator Loss: 0.6466 Epoch 6/8... Discriminator Loss: 1.4237... Generator Loss: 0.6083 Epoch 6/8... Discriminator Loss: 1.3638... Generator Loss: 0.6962 Epoch 6/8... Discriminator Loss: 1.1583... Generator Loss: 0.8119 Epoch 6/8... Discriminator Loss: 1.2379... Generator Loss: 0.7603 Epoch 6/8... Discriminator Loss: 1.1425... Generator Loss: 0.9512 Epoch 6/8... Discriminator Loss: 1.2525... Generator Loss: 0.9834
Epoch 6/8... Discriminator Loss: 1.4675... Generator Loss: 0.6164 Epoch 6/8... Discriminator Loss: 1.3207... Generator Loss: 0.6304 Epoch 6/8... Discriminator Loss: 1.2203... Generator Loss: 0.7551 Epoch 6/8... Discriminator Loss: 1.4005... Generator Loss: 0.5803 Epoch 6/8... Discriminator Loss: 1.4101... Generator Loss: 0.5648 Epoch 6/8... Discriminator Loss: 1.0796... Generator Loss: 1.0249 Epoch 6/8... Discriminator Loss: 1.2031... Generator Loss: 0.8933 Epoch 6/8... Discriminator Loss: 1.2414... Generator Loss: 0.7207 Epoch 6/8... Discriminator Loss: 1.2972... Generator Loss: 0.6909 Epoch 6/8... Discriminator Loss: 1.4061... Generator Loss: 0.6976
Epoch 6/8... Discriminator Loss: 1.2930... Generator Loss: 0.8558 Epoch 6/8... Discriminator Loss: 1.4479... Generator Loss: 0.5909 Epoch 6/8... Discriminator Loss: 1.2648... Generator Loss: 0.6853 Epoch 6/8... Discriminator Loss: 1.4083... Generator Loss: 0.6704 Epoch 6/8... Discriminator Loss: 1.2985... Generator Loss: 0.5864 Epoch 6/8... Discriminator Loss: 1.3249... Generator Loss: 0.7162 Epoch 6/8... Discriminator Loss: 1.3277... Generator Loss: 0.6316 Epoch 6/8... Discriminator Loss: 1.3693... Generator Loss: 0.6459 Epoch 6/8... Discriminator Loss: 1.5252... Generator Loss: 0.4908 Epoch 6/8... Discriminator Loss: 1.3489... Generator Loss: 0.7018
Epoch 6/8... Discriminator Loss: 1.1071... Generator Loss: 0.8121 Epoch 6/8... Discriminator Loss: 1.3560... Generator Loss: 0.6106 Epoch 6/8... Discriminator Loss: 1.4102... Generator Loss: 0.6919 Epoch 6/8... Discriminator Loss: 1.3445... Generator Loss: 0.6572 Epoch 6/8... Discriminator Loss: 1.2503... Generator Loss: 0.6732 Epoch 6/8... Discriminator Loss: 1.3145... Generator Loss: 0.6620 Epoch 6/8... Discriminator Loss: 1.2616... Generator Loss: 0.6797 Epoch 6/8... Discriminator Loss: 1.3000... Generator Loss: 0.9088 Epoch 6/8... Discriminator Loss: 1.3835... Generator Loss: 0.7754 Epoch 6/8... Discriminator Loss: 1.2620... Generator Loss: 1.2549
Epoch 6/8... Discriminator Loss: 1.3087... Generator Loss: 0.6238 Epoch 6/8... Discriminator Loss: 1.2170... Generator Loss: 0.7581 Epoch 6/8... Discriminator Loss: 1.2676... Generator Loss: 0.6687 Epoch 6/8... Discriminator Loss: 1.2381... Generator Loss: 0.7537 Epoch 6/8... Discriminator Loss: 1.3169... Generator Loss: 0.6052 Epoch 6/8... Discriminator Loss: 1.3342... Generator Loss: 0.7826 Epoch 6/8... Discriminator Loss: 1.0650... Generator Loss: 1.2841 Epoch 6/8... Discriminator Loss: 0.9980... Generator Loss: 1.3489 Epoch 6/8... Discriminator Loss: 1.5462... Generator Loss: 0.5957 Epoch 6/8... Discriminator Loss: 1.3450... Generator Loss: 0.6912
Epoch 6/8... Discriminator Loss: 0.8086... Generator Loss: 1.7226 Epoch 6/8... Discriminator Loss: 1.2179... Generator Loss: 0.8441 Epoch 6/8... Discriminator Loss: 1.4627... Generator Loss: 0.5411 Epoch 6/8... Discriminator Loss: 1.2118... Generator Loss: 0.9721 Epoch 6/8... Discriminator Loss: 1.5150... Generator Loss: 0.5575 Epoch 6/8... Discriminator Loss: 1.2560... Generator Loss: 0.8401 Epoch 6/8... Discriminator Loss: 1.2958... Generator Loss: 0.7554 Epoch 6/8... Discriminator Loss: 1.2462... Generator Loss: 0.7172 Epoch 6/8... Discriminator Loss: 1.4452... Generator Loss: 0.6562 Epoch 6/8... Discriminator Loss: 1.5055... Generator Loss: 0.6026
Epoch 6/8... Discriminator Loss: 0.9554... Generator Loss: 1.0924 Epoch 6/8... Discriminator Loss: 1.3316... Generator Loss: 0.7174 Epoch 6/8... Discriminator Loss: 1.3208... Generator Loss: 0.5841 Epoch 6/8... Discriminator Loss: 1.1727... Generator Loss: 0.6405 Epoch 6/8... Discriminator Loss: 1.1518... Generator Loss: 0.7493 Epoch 6/8... Discriminator Loss: 1.3009... Generator Loss: 0.5899 Epoch 6/8... Discriminator Loss: 1.3091... Generator Loss: 0.7395 Epoch 6/8... Discriminator Loss: 1.3593... Generator Loss: 0.6219 Epoch 6/8... Discriminator Loss: 1.4000... Generator Loss: 0.5642 Epoch 6/8... Discriminator Loss: 1.0276... Generator Loss: 0.9987
Epoch 6/8... Discriminator Loss: 1.2372... Generator Loss: 0.9171 Epoch 6/8... Discriminator Loss: 1.2051... Generator Loss: 0.7666 Epoch 6/8... Discriminator Loss: 1.0958... Generator Loss: 0.7444 Epoch 6/8... Discriminator Loss: 1.3468... Generator Loss: 0.7785 Epoch 6/8... Discriminator Loss: 1.3280... Generator Loss: 0.6737 Epoch 6/8... Discriminator Loss: 1.2434... Generator Loss: 0.6201 Epoch 6/8... Discriminator Loss: 1.2837... Generator Loss: 0.7331 Epoch 6/8... Discriminator Loss: 1.3575... Generator Loss: 0.7151 Epoch 6/8... Discriminator Loss: 1.1317... Generator Loss: 0.8129 Epoch 6/8... Discriminator Loss: 1.2994... Generator Loss: 0.7003
Epoch 6/8... Discriminator Loss: 1.4549... Generator Loss: 0.6080 Epoch 6/8... Discriminator Loss: 1.2077... Generator Loss: 0.8004 Epoch 6/8... Discriminator Loss: 1.3736... Generator Loss: 0.6626 Epoch 6/8... Discriminator Loss: 1.3306... Generator Loss: 0.7458 Epoch 6/8... Discriminator Loss: 1.3000... Generator Loss: 0.6938 Epoch 6/8... Discriminator Loss: 1.2959... Generator Loss: 0.7289 Epoch 6/8... Discriminator Loss: 1.1614... Generator Loss: 0.9443 Epoch 6/8... Discriminator Loss: 1.1905... Generator Loss: 0.9100 Epoch 6/8... Discriminator Loss: 1.3407... Generator Loss: 0.6174 Epoch 6/8... Discriminator Loss: 1.1536... Generator Loss: 1.0172
Epoch 6/8... Discriminator Loss: 1.3825... Generator Loss: 0.5984 Epoch 6/8... Discriminator Loss: 1.2809... Generator Loss: 0.6584 Epoch 6/8... Discriminator Loss: 1.1445... Generator Loss: 0.9347 Epoch 6/8... Discriminator Loss: 1.5680... Generator Loss: 0.5058 Epoch 6/8... Discriminator Loss: 1.2962... Generator Loss: 0.6713 Epoch 6/8... Discriminator Loss: 1.2538... Generator Loss: 0.7458 Epoch 6/8... Discriminator Loss: 1.3207... Generator Loss: 0.7128 Epoch 6/8... Discriminator Loss: 1.3561... Generator Loss: 0.6829 Epoch 6/8... Discriminator Loss: 1.1140... Generator Loss: 0.8561 Epoch 6/8... Discriminator Loss: 1.3274... Generator Loss: 0.8089
Epoch 6/8... Discriminator Loss: 1.3939... Generator Loss: 0.6504 Epoch 6/8... Discriminator Loss: 1.3005... Generator Loss: 0.8415 Epoch 6/8... Discriminator Loss: 1.2308... Generator Loss: 0.8037 Epoch 6/8... Discriminator Loss: 1.3679... Generator Loss: 0.7951 Epoch 6/8... Discriminator Loss: 1.2862... Generator Loss: 0.8437 Epoch 6/8... Discriminator Loss: 1.2944... Generator Loss: 0.6210 Epoch 6/8... Discriminator Loss: 1.3719... Generator Loss: 0.6470 Epoch 6/8... Discriminator Loss: 1.1421... Generator Loss: 0.8977 Epoch 6/8... Discriminator Loss: 1.1090... Generator Loss: 0.9958 Epoch 6/8... Discriminator Loss: 1.3731... Generator Loss: 0.6077
Epoch 6/8... Discriminator Loss: 1.1315... Generator Loss: 0.7669 Epoch 6/8... Discriminator Loss: 1.4025... Generator Loss: 0.8784 Epoch 6/8... Discriminator Loss: 1.2571... Generator Loss: 0.6565 Epoch 6/8... Discriminator Loss: 1.3564... Generator Loss: 0.5507 Epoch 6/8... Discriminator Loss: 1.1044... Generator Loss: 0.8020 Epoch 6/8... Discriminator Loss: 1.4623... Generator Loss: 0.5045 Epoch 6/8... Discriminator Loss: 1.4288... Generator Loss: 0.5651 Epoch 6/8... Discriminator Loss: 1.1854... Generator Loss: 0.9778 Epoch 6/8... Discriminator Loss: 1.0861... Generator Loss: 0.9735 Epoch 6/8... Discriminator Loss: 1.3812... Generator Loss: 0.6327
Epoch 6/8... Discriminator Loss: 1.0224... Generator Loss: 0.8968 Epoch 6/8... Discriminator Loss: 1.3317... Generator Loss: 0.6366 Epoch 6/8... Discriminator Loss: 1.5370... Generator Loss: 0.7118 Epoch 6/8... Discriminator Loss: 1.4902... Generator Loss: 0.5599 Epoch 6/8... Discriminator Loss: 1.3187... Generator Loss: 0.6912 Epoch 6/8... Discriminator Loss: 1.3486... Generator Loss: 0.5673 Epoch 6/8... Discriminator Loss: 1.4416... Generator Loss: 0.6260 Epoch 6/8... Discriminator Loss: 1.2793... Generator Loss: 0.8814 Epoch 6/8... Discriminator Loss: 1.0526... Generator Loss: 0.9239 Epoch 6/8... Discriminator Loss: 1.0451... Generator Loss: 1.0044
Epoch 6/8... Discriminator Loss: 1.3811... Generator Loss: 0.5560 Epoch 6/8... Discriminator Loss: 1.2543... Generator Loss: 0.8070 Epoch 6/8... Discriminator Loss: 1.1711... Generator Loss: 0.8963 Epoch 6/8... Discriminator Loss: 1.4815... Generator Loss: 0.6156 Epoch 6/8... Discriminator Loss: 0.9925... Generator Loss: 1.3575 Epoch 6/8... Discriminator Loss: 1.3651... Generator Loss: 0.6435 Epoch 6/8... Discriminator Loss: 1.3282... Generator Loss: 0.6275 Epoch 6/8... Discriminator Loss: 1.3255... Generator Loss: 0.8620 Epoch 6/8... Discriminator Loss: 1.1223... Generator Loss: 0.8699 Epoch 6/8... Discriminator Loss: 1.1414... Generator Loss: 0.6834
Epoch 6/8... Discriminator Loss: 1.4705... Generator Loss: 0.6365 Epoch 6/8... Discriminator Loss: 1.3279... Generator Loss: 0.6890 Epoch 6/8... Discriminator Loss: 1.2617... Generator Loss: 0.7493 Epoch 6/8... Discriminator Loss: 1.1716... Generator Loss: 0.8871 Epoch 6/8... Discriminator Loss: 1.1935... Generator Loss: 0.6644 Epoch 6/8... Discriminator Loss: 1.2377... Generator Loss: 0.7106 Epoch 6/8... Discriminator Loss: 1.2542... Generator Loss: 0.6804 Epoch 6/8... Discriminator Loss: 1.0864... Generator Loss: 0.9909 Epoch 6/8... Discriminator Loss: 1.3913... Generator Loss: 0.6018 Epoch 6/8... Discriminator Loss: 1.3369... Generator Loss: 0.7242
Epoch 6/8... Discriminator Loss: 1.3990... Generator Loss: 0.6580 Epoch 6/8... Discriminator Loss: 1.4872... Generator Loss: 0.5914 Epoch 6/8... Discriminator Loss: 1.0329... Generator Loss: 1.3050 Epoch 6/8... Discriminator Loss: 1.1807... Generator Loss: 0.7413 Epoch 6/8... Discriminator Loss: 1.4657... Generator Loss: 0.4199 Epoch 6/8... Discriminator Loss: 1.3094... Generator Loss: 0.7877 Epoch 6/8... Discriminator Loss: 1.2816... Generator Loss: 0.6687 Epoch 6/8... Discriminator Loss: 1.2924... Generator Loss: 0.6552 Epoch 6/8... Discriminator Loss: 1.1954... Generator Loss: 0.8542 Epoch 6/8... Discriminator Loss: 1.3033... Generator Loss: 0.7738
Epoch 6/8... Discriminator Loss: 1.0723... Generator Loss: 0.7843 Epoch 6/8... Discriminator Loss: 1.3153... Generator Loss: 0.7282 Epoch 6/8... Discriminator Loss: 1.4350... Generator Loss: 0.5525 Epoch 6/8... Discriminator Loss: 1.3731... Generator Loss: 0.7407 Epoch 6/8... Discriminator Loss: 1.5108... Generator Loss: 0.4879 Epoch 6/8... Discriminator Loss: 1.2045... Generator Loss: 0.7642 Epoch 6/8... Discriminator Loss: 1.3238... Generator Loss: 0.6605 Epoch 6/8... Discriminator Loss: 1.1130... Generator Loss: 1.0179 Epoch 6/8... Discriminator Loss: 1.3449... Generator Loss: 0.6713 Epoch 6/8... Discriminator Loss: 1.2368... Generator Loss: 0.8147
Epoch 6/8... Discriminator Loss: 1.4729... Generator Loss: 0.5254 Epoch 6/8... Discriminator Loss: 1.4157... Generator Loss: 0.6358 Epoch 6/8... Discriminator Loss: 1.1499... Generator Loss: 0.9366 Epoch 6/8... Discriminator Loss: 1.2833... Generator Loss: 0.6613 Epoch 6/8... Discriminator Loss: 1.2325... Generator Loss: 0.7252 Epoch 6/8... Discriminator Loss: 1.3055... Generator Loss: 0.7841 Epoch 6/8... Discriminator Loss: 1.3610... Generator Loss: 0.9536 Epoch 6/8... Discriminator Loss: 1.1295... Generator Loss: 0.7665 Epoch 6/8... Discriminator Loss: 1.0604... Generator Loss: 0.9350 Epoch 6/8... Discriminator Loss: 1.4296... Generator Loss: 0.5597
Epoch 6/8... Discriminator Loss: 1.0863... Generator Loss: 0.7702 Epoch 6/8... Discriminator Loss: 1.3205... Generator Loss: 0.6070 Epoch 6/8... Discriminator Loss: 1.3481... Generator Loss: 0.6437 Epoch 6/8... Discriminator Loss: 1.1753... Generator Loss: 0.8599 Epoch 6/8... Discriminator Loss: 1.1575... Generator Loss: 0.8032 Epoch 6/8... Discriminator Loss: 1.1514... Generator Loss: 0.8938 Epoch 6/8... Discriminator Loss: 1.4627... Generator Loss: 0.4994 Epoch 6/8... Discriminator Loss: 1.3919... Generator Loss: 0.7957 Epoch 6/8... Discriminator Loss: 1.4197... Generator Loss: 0.5785 Epoch 6/8... Discriminator Loss: 1.0278... Generator Loss: 0.9809
Epoch 6/8... Discriminator Loss: 1.0593... Generator Loss: 0.9238 Epoch 6/8... Discriminator Loss: 1.1741... Generator Loss: 0.8827 Epoch 6/8... Discriminator Loss: 1.2404... Generator Loss: 0.7765 Epoch 6/8... Discriminator Loss: 1.4242... Generator Loss: 0.5411 Epoch 6/8... Discriminator Loss: 1.3381... Generator Loss: 0.7294 Epoch 6/8... Discriminator Loss: 1.2167... Generator Loss: 0.7756 Epoch 6/8... Discriminator Loss: 1.4422... Generator Loss: 0.6485 Epoch 6/8... Discriminator Loss: 1.1797... Generator Loss: 0.7549 Epoch 6/8... Discriminator Loss: 1.3939... Generator Loss: 0.5832 Epoch 6/8... Discriminator Loss: 1.3037... Generator Loss: 0.6670
Epoch 6/8... Discriminator Loss: 1.3621... Generator Loss: 0.6910 Epoch 6/8... Discriminator Loss: 1.3641... Generator Loss: 0.5654 Epoch 6/8... Discriminator Loss: 1.1784... Generator Loss: 0.8145 Epoch 6/8... Discriminator Loss: 1.3122... Generator Loss: 0.7434 Epoch 6/8... Discriminator Loss: 1.1534... Generator Loss: 1.1790 Epoch 6/8... Discriminator Loss: 1.4367... Generator Loss: 0.5954 Epoch 6/8... Discriminator Loss: 1.1059... Generator Loss: 0.8728 Epoch 6/8... Discriminator Loss: 1.2653... Generator Loss: 0.7722 Epoch 6/8... Discriminator Loss: 1.4162... Generator Loss: 0.6518 Epoch 6/8... Discriminator Loss: 1.1245... Generator Loss: 1.2831
Epoch 6/8... Discriminator Loss: 1.2285... Generator Loss: 0.8748 Epoch 6/8... Discriminator Loss: 1.2585... Generator Loss: 0.7612 Epoch 6/8... Discriminator Loss: 1.2867... Generator Loss: 0.7534 Epoch 6/8... Discriminator Loss: 1.2766... Generator Loss: 0.7337 Epoch 6/8... Discriminator Loss: 1.0496... Generator Loss: 0.9704 Epoch 6/8... Discriminator Loss: 1.0528... Generator Loss: 0.9407 Epoch 6/8... Discriminator Loss: 1.2989... Generator Loss: 0.6287 Epoch 6/8... Discriminator Loss: 1.3501... Generator Loss: 0.6293 Epoch 6/8... Discriminator Loss: 1.3707... Generator Loss: 0.6494 Epoch 6/8... Discriminator Loss: 1.1433... Generator Loss: 0.9869
Epoch 6/8... Discriminator Loss: 1.3147... Generator Loss: 0.6398 Epoch 6/8... Discriminator Loss: 1.3448... Generator Loss: 0.6903 Epoch 6/8... Discriminator Loss: 1.1962... Generator Loss: 0.7909 Epoch 6/8... Discriminator Loss: 1.2949... Generator Loss: 0.6864 Epoch 6/8... Discriminator Loss: 1.1752... Generator Loss: 1.0046 Epoch 6/8... Discriminator Loss: 1.3674... Generator Loss: 0.6296 Epoch 6/8... Discriminator Loss: 1.1799... Generator Loss: 0.8484 Epoch 6/8... Discriminator Loss: 1.3376... Generator Loss: 0.9408 Epoch 6/8... Discriminator Loss: 1.0930... Generator Loss: 1.0007 Epoch 6/8... Discriminator Loss: 1.3966... Generator Loss: 0.6127
Epoch 6/8... Discriminator Loss: 1.3160... Generator Loss: 0.6384 Epoch 6/8... Discriminator Loss: 1.4419... Generator Loss: 0.5530 Epoch 6/8... Discriminator Loss: 1.1288... Generator Loss: 0.8280 Epoch 6/8... Discriminator Loss: 1.3804... Generator Loss: 0.6307 Epoch 6/8... Discriminator Loss: 1.1383... Generator Loss: 0.8988 Epoch 6/8... Discriminator Loss: 1.2057... Generator Loss: 0.6846 Epoch 6/8... Discriminator Loss: 1.4860... Generator Loss: 0.6872 Epoch 6/8... Discriminator Loss: 1.3154... Generator Loss: 0.7041 Epoch 6/8... Discriminator Loss: 1.1582... Generator Loss: 0.8428 Epoch 6/8... Discriminator Loss: 1.2501... Generator Loss: 0.7230
Epoch 6/8... Discriminator Loss: 1.2024... Generator Loss: 0.7747 Epoch 6/8... Discriminator Loss: 1.4777... Generator Loss: 0.5660 Epoch 6/8... Discriminator Loss: 1.2834... Generator Loss: 0.8866 Epoch 6/8... Discriminator Loss: 1.1198... Generator Loss: 1.2836 Epoch 6/8... Discriminator Loss: 1.2872... Generator Loss: 0.7194 Epoch 6/8... Discriminator Loss: 1.3141... Generator Loss: 0.7072 Epoch 6/8... Discriminator Loss: 1.1883... Generator Loss: 0.8712 Epoch 6/8... Discriminator Loss: 1.5635... Generator Loss: 0.5521 Epoch 6/8... Discriminator Loss: 1.2793... Generator Loss: 0.8114 Epoch 6/8... Discriminator Loss: 1.5374... Generator Loss: 0.4881
Epoch 6/8... Discriminator Loss: 1.4392... Generator Loss: 0.5459 Epoch 6/8... Discriminator Loss: 1.4508... Generator Loss: 0.5773 Epoch 6/8... Discriminator Loss: 1.3279... Generator Loss: 0.7114 Epoch 6/8... Discriminator Loss: 1.4286... Generator Loss: 0.5667 Epoch 6/8... Discriminator Loss: 1.2161... Generator Loss: 0.8576 Epoch 6/8... Discriminator Loss: 1.4919... Generator Loss: 0.6712 Epoch 6/8... Discriminator Loss: 1.3847... Generator Loss: 0.6834 Epoch 6/8... Discriminator Loss: 1.2926... Generator Loss: 0.7432 Epoch 6/8... Discriminator Loss: 1.3756... Generator Loss: 0.6335 Epoch 6/8... Discriminator Loss: 1.3294... Generator Loss: 0.6061
Epoch 6/8... Discriminator Loss: 1.2510... Generator Loss: 0.7623 Epoch 6/8... Discriminator Loss: 1.2035... Generator Loss: 0.8349 Epoch 6/8... Discriminator Loss: 1.2464... Generator Loss: 0.6897 Epoch 6/8... Discriminator Loss: 1.1713... Generator Loss: 0.7855 Epoch 6/8... Discriminator Loss: 1.3672... Generator Loss: 0.6569 Epoch 6/8... Discriminator Loss: 1.3467... Generator Loss: 0.6006 Epoch 6/8... Discriminator Loss: 1.2517... Generator Loss: 0.7496 Epoch 6/8... Discriminator Loss: 1.2555... Generator Loss: 0.6851 Epoch 6/8... Discriminator Loss: 1.3075... Generator Loss: 0.7293 Epoch 6/8... Discriminator Loss: 1.2239... Generator Loss: 0.7543
Epoch 6/8... Discriminator Loss: 1.5096... Generator Loss: 0.5534 Epoch 6/8... Discriminator Loss: 1.3828... Generator Loss: 0.6125 Epoch 6/8... Discriminator Loss: 1.3887... Generator Loss: 0.7022 Epoch 6/8... Discriminator Loss: 1.2823... Generator Loss: 0.5858 Epoch 6/8... Discriminator Loss: 1.3885... Generator Loss: 0.7175 Epoch 6/8... Discriminator Loss: 1.3340... Generator Loss: 0.6855 Epoch 6/8... Discriminator Loss: 1.2121... Generator Loss: 0.7342 Epoch 6/8... Discriminator Loss: 1.2980... Generator Loss: 0.6826 Epoch 6/8... Discriminator Loss: 1.2213... Generator Loss: 0.7316 Epoch 6/8... Discriminator Loss: 1.2544... Generator Loss: 0.7223
Epoch 6/8... Discriminator Loss: 1.1446... Generator Loss: 0.8515 Epoch 6/8... Discriminator Loss: 1.1196... Generator Loss: 0.9669 Epoch 6/8... Discriminator Loss: 1.0809... Generator Loss: 0.8912 Epoch 6/8... Discriminator Loss: 1.2797... Generator Loss: 0.7408 Epoch 6/8... Discriminator Loss: 1.1590... Generator Loss: 0.8517 Epoch 6/8... Discriminator Loss: 1.3698... Generator Loss: 0.6238 Epoch 6/8... Discriminator Loss: 1.1066... Generator Loss: 1.1010 Epoch 6/8... Discriminator Loss: 1.3902... Generator Loss: 0.6132 Epoch 7/8... Discriminator Loss: 1.2080... Generator Loss: 0.8321 Epoch 7/8... Discriminator Loss: 1.3159... Generator Loss: 0.7368
Epoch 7/8... Discriminator Loss: 1.1899... Generator Loss: 0.9178 Epoch 7/8... Discriminator Loss: 1.3070... Generator Loss: 0.5612 Epoch 7/8... Discriminator Loss: 1.2310... Generator Loss: 0.7483 Epoch 7/8... Discriminator Loss: 1.2889... Generator Loss: 0.6597 Epoch 7/8... Discriminator Loss: 1.2776... Generator Loss: 0.7798 Epoch 7/8... Discriminator Loss: 1.2320... Generator Loss: 0.7784 Epoch 7/8... Discriminator Loss: 1.4056... Generator Loss: 0.6410 Epoch 7/8... Discriminator Loss: 1.2417... Generator Loss: 0.8097 Epoch 7/8... Discriminator Loss: 1.1244... Generator Loss: 1.0092 Epoch 7/8... Discriminator Loss: 1.2550... Generator Loss: 0.7180
Epoch 7/8... Discriminator Loss: 1.1924... Generator Loss: 0.7947 Epoch 7/8... Discriminator Loss: 1.2821... Generator Loss: 0.7634 Epoch 7/8... Discriminator Loss: 1.3333... Generator Loss: 0.7055 Epoch 7/8... Discriminator Loss: 1.2523... Generator Loss: 0.7766 Epoch 7/8... Discriminator Loss: 1.2670... Generator Loss: 0.6353 Epoch 7/8... Discriminator Loss: 1.2584... Generator Loss: 0.8356 Epoch 7/8... Discriminator Loss: 1.4596... Generator Loss: 0.6442 Epoch 7/8... Discriminator Loss: 1.1603... Generator Loss: 0.8472 Epoch 7/8... Discriminator Loss: 1.2411... Generator Loss: 0.7100 Epoch 7/8... Discriminator Loss: 1.1081... Generator Loss: 0.8430
Epoch 7/8... Discriminator Loss: 1.3088... Generator Loss: 0.7104 Epoch 7/8... Discriminator Loss: 1.4679... Generator Loss: 0.6927 Epoch 7/8... Discriminator Loss: 1.2428... Generator Loss: 0.8623 Epoch 7/8... Discriminator Loss: 1.4332... Generator Loss: 0.5325 Epoch 7/8... Discriminator Loss: 1.3058... Generator Loss: 0.7542 Epoch 7/8... Discriminator Loss: 1.2546... Generator Loss: 0.7328 Epoch 7/8... Discriminator Loss: 1.5098... Generator Loss: 0.5250 Epoch 7/8... Discriminator Loss: 1.1987... Generator Loss: 0.9166 Epoch 7/8... Discriminator Loss: 1.3116... Generator Loss: 0.6592 Epoch 7/8... Discriminator Loss: 1.2982... Generator Loss: 0.7307
Epoch 7/8... Discriminator Loss: 1.4855... Generator Loss: 0.5370 Epoch 7/8... Discriminator Loss: 1.5428... Generator Loss: 0.4877 Epoch 7/8... Discriminator Loss: 1.2688... Generator Loss: 0.6770 Epoch 7/8... Discriminator Loss: 1.2173... Generator Loss: 0.8677 Epoch 7/8... Discriminator Loss: 1.1673... Generator Loss: 0.8221 Epoch 7/8... Discriminator Loss: 1.0128... Generator Loss: 1.1840 Epoch 7/8... Discriminator Loss: 1.2169... Generator Loss: 0.7762 Epoch 7/8... Discriminator Loss: 1.4028... Generator Loss: 0.5792 Epoch 7/8... Discriminator Loss: 1.4180... Generator Loss: 0.5972 Epoch 7/8... Discriminator Loss: 1.2135... Generator Loss: 0.8472
Epoch 7/8... Discriminator Loss: 1.3378... Generator Loss: 0.6377 Epoch 7/8... Discriminator Loss: 1.3399... Generator Loss: 0.7246 Epoch 7/8... Discriminator Loss: 1.4139... Generator Loss: 0.7043 Epoch 7/8... Discriminator Loss: 1.2052... Generator Loss: 0.9148 Epoch 7/8... Discriminator Loss: 1.1129... Generator Loss: 0.7848 Epoch 7/8... Discriminator Loss: 1.3104... Generator Loss: 0.6694 Epoch 7/8... Discriminator Loss: 1.1270... Generator Loss: 1.0154 Epoch 7/8... Discriminator Loss: 1.4051... Generator Loss: 0.5754 Epoch 7/8... Discriminator Loss: 1.4334... Generator Loss: 0.5871 Epoch 7/8... Discriminator Loss: 1.2736... Generator Loss: 0.7021
Epoch 7/8... Discriminator Loss: 1.2551... Generator Loss: 0.9225 Epoch 7/8... Discriminator Loss: 1.2876... Generator Loss: 0.8069 Epoch 7/8... Discriminator Loss: 1.2353... Generator Loss: 0.7220 Epoch 7/8... Discriminator Loss: 1.3449... Generator Loss: 0.6390 Epoch 7/8... Discriminator Loss: 1.1774... Generator Loss: 0.7341 Epoch 7/8... Discriminator Loss: 1.1084... Generator Loss: 0.8338 Epoch 7/8... Discriminator Loss: 1.3030... Generator Loss: 0.6905 Epoch 7/8... Discriminator Loss: 1.4137... Generator Loss: 0.5302 Epoch 7/8... Discriminator Loss: 1.4245... Generator Loss: 0.5714 Epoch 7/8... Discriminator Loss: 1.2716... Generator Loss: 0.7556
Epoch 7/8... Discriminator Loss: 1.4598... Generator Loss: 0.5327 Epoch 7/8... Discriminator Loss: 1.2565... Generator Loss: 0.5880 Epoch 7/8... Discriminator Loss: 1.2717... Generator Loss: 0.7887 Epoch 7/8... Discriminator Loss: 1.2976... Generator Loss: 0.6990 Epoch 7/8... Discriminator Loss: 1.2283... Generator Loss: 0.7517 Epoch 7/8... Discriminator Loss: 1.1842... Generator Loss: 0.6801 Epoch 7/8... Discriminator Loss: 1.2159... Generator Loss: 0.7593 Epoch 7/8... Discriminator Loss: 1.2925... Generator Loss: 0.7128 Epoch 7/8... Discriminator Loss: 1.4627... Generator Loss: 0.6977 Epoch 7/8... Discriminator Loss: 1.4122... Generator Loss: 0.5862
Epoch 7/8... Discriminator Loss: 1.3139... Generator Loss: 0.6917 Epoch 7/8... Discriminator Loss: 1.4852... Generator Loss: 0.5388 Epoch 7/8... Discriminator Loss: 1.2166... Generator Loss: 0.8227 Epoch 7/8... Discriminator Loss: 1.3192... Generator Loss: 0.7147 Epoch 7/8... Discriminator Loss: 1.2991... Generator Loss: 0.6234 Epoch 7/8... Discriminator Loss: 1.3059... Generator Loss: 0.6345 Epoch 7/8... Discriminator Loss: 1.3514... Generator Loss: 0.6455 Epoch 7/8... Discriminator Loss: 1.2626... Generator Loss: 0.7587 Epoch 7/8... Discriminator Loss: 1.2325... Generator Loss: 0.6959 Epoch 7/8... Discriminator Loss: 1.2392... Generator Loss: 0.7838
Epoch 7/8... Discriminator Loss: 1.3758... Generator Loss: 0.8113 Epoch 7/8... Discriminator Loss: 1.4345... Generator Loss: 0.5668 Epoch 7/8... Discriminator Loss: 1.4048... Generator Loss: 0.6293 Epoch 7/8... Discriminator Loss: 1.3780... Generator Loss: 0.7630 Epoch 7/8... Discriminator Loss: 1.4591... Generator Loss: 0.5529 Epoch 7/8... Discriminator Loss: 1.1481... Generator Loss: 0.9583 Epoch 7/8... Discriminator Loss: 1.3349... Generator Loss: 0.6338 Epoch 7/8... Discriminator Loss: 1.1142... Generator Loss: 0.7700 Epoch 7/8... Discriminator Loss: 1.1571... Generator Loss: 0.8523 Epoch 7/8... Discriminator Loss: 1.1428... Generator Loss: 0.8452
Epoch 7/8... Discriminator Loss: 1.3000... Generator Loss: 0.8488 Epoch 7/8... Discriminator Loss: 1.3336... Generator Loss: 0.8276 Epoch 7/8... Discriminator Loss: 1.4554... Generator Loss: 0.7467 Epoch 7/8... Discriminator Loss: 1.1332... Generator Loss: 0.9400 Epoch 7/8... Discriminator Loss: 1.3589... Generator Loss: 0.5961 Epoch 7/8... Discriminator Loss: 1.3357... Generator Loss: 0.8309 Epoch 7/8... Discriminator Loss: 1.1095... Generator Loss: 0.9985 Epoch 7/8... Discriminator Loss: 1.3797... Generator Loss: 0.5991 Epoch 7/8... Discriminator Loss: 1.1438... Generator Loss: 0.7453 Epoch 7/8... Discriminator Loss: 1.1356... Generator Loss: 0.8099
Epoch 7/8... Discriminator Loss: 1.4079... Generator Loss: 0.7033 Epoch 7/8... Discriminator Loss: 1.3644... Generator Loss: 0.6547 Epoch 7/8... Discriminator Loss: 1.2682... Generator Loss: 0.7226 Epoch 7/8... Discriminator Loss: 1.1842... Generator Loss: 0.6904 Epoch 7/8... Discriminator Loss: 1.2658... Generator Loss: 0.7349 Epoch 7/8... Discriminator Loss: 1.3484... Generator Loss: 0.6710 Epoch 7/8... Discriminator Loss: 1.2962... Generator Loss: 0.7312 Epoch 7/8... Discriminator Loss: 1.3870... Generator Loss: 0.6273 Epoch 7/8... Discriminator Loss: 1.3360... Generator Loss: 0.6610 Epoch 7/8... Discriminator Loss: 1.4431... Generator Loss: 0.8852
Epoch 7/8... Discriminator Loss: 1.0528... Generator Loss: 0.8741 Epoch 7/8... Discriminator Loss: 1.2374... Generator Loss: 0.7387 Epoch 7/8... Discriminator Loss: 1.3975... Generator Loss: 0.6122 Epoch 7/8... Discriminator Loss: 1.2851... Generator Loss: 0.8296 Epoch 7/8... Discriminator Loss: 1.1974... Generator Loss: 0.7164 Epoch 7/8... Discriminator Loss: 1.1543... Generator Loss: 0.9614 Epoch 7/8... Discriminator Loss: 1.1055... Generator Loss: 0.8593 Epoch 7/8... Discriminator Loss: 1.1807... Generator Loss: 0.9385 Epoch 7/8... Discriminator Loss: 1.1382... Generator Loss: 0.9017 Epoch 7/8... Discriminator Loss: 1.2668... Generator Loss: 0.6253
Epoch 7/8... Discriminator Loss: 1.2486... Generator Loss: 0.6658 Epoch 7/8... Discriminator Loss: 1.3177... Generator Loss: 0.6867 Epoch 7/8... Discriminator Loss: 1.2040... Generator Loss: 0.7714 Epoch 7/8... Discriminator Loss: 1.2684... Generator Loss: 0.6863 Epoch 7/8... Discriminator Loss: 1.3771... Generator Loss: 0.6404 Epoch 7/8... Discriminator Loss: 1.2574... Generator Loss: 0.7824 Epoch 7/8... Discriminator Loss: 1.3356... Generator Loss: 0.7102 Epoch 7/8... Discriminator Loss: 1.4500... Generator Loss: 0.6514 Epoch 7/8... Discriminator Loss: 1.3362... Generator Loss: 0.6314 Epoch 7/8... Discriminator Loss: 1.3426... Generator Loss: 0.8190
Epoch 7/8... Discriminator Loss: 1.2580... Generator Loss: 0.8523 Epoch 7/8... Discriminator Loss: 1.2637... Generator Loss: 0.7050 Epoch 7/8... Discriminator Loss: 1.3900... Generator Loss: 0.7046 Epoch 7/8... Discriminator Loss: 1.3118... Generator Loss: 0.6119 Epoch 7/8... Discriminator Loss: 1.2797... Generator Loss: 0.7961 Epoch 7/8... Discriminator Loss: 1.2673... Generator Loss: 0.6644 Epoch 7/8... Discriminator Loss: 1.3206... Generator Loss: 0.6193 Epoch 7/8... Discriminator Loss: 1.2247... Generator Loss: 0.7742 Epoch 7/8... Discriminator Loss: 1.2907... Generator Loss: 0.9769 Epoch 7/8... Discriminator Loss: 1.3176... Generator Loss: 0.6776
Epoch 7/8... Discriminator Loss: 1.0119... Generator Loss: 1.0244 Epoch 7/8... Discriminator Loss: 1.3178... Generator Loss: 0.7639 Epoch 7/8... Discriminator Loss: 1.1542... Generator Loss: 0.7214 Epoch 7/8... Discriminator Loss: 1.2581... Generator Loss: 0.6301 Epoch 7/8... Discriminator Loss: 1.4421... Generator Loss: 0.5852 Epoch 7/8... Discriminator Loss: 1.4288... Generator Loss: 0.6223 Epoch 7/8... Discriminator Loss: 1.3735... Generator Loss: 0.8264 Epoch 7/8... Discriminator Loss: 1.3102... Generator Loss: 0.8882 Epoch 7/8... Discriminator Loss: 1.2874... Generator Loss: 0.7569 Epoch 7/8... Discriminator Loss: 1.4079... Generator Loss: 0.5888
Epoch 7/8... Discriminator Loss: 1.2841... Generator Loss: 0.6590 Epoch 7/8... Discriminator Loss: 1.1633... Generator Loss: 0.8349 Epoch 7/8... Discriminator Loss: 1.3026... Generator Loss: 0.9010 Epoch 7/8... Discriminator Loss: 1.3369... Generator Loss: 0.7593 Epoch 7/8... Discriminator Loss: 1.3060... Generator Loss: 0.6737 Epoch 7/8... Discriminator Loss: 1.3261... Generator Loss: 0.6504 Epoch 7/8... Discriminator Loss: 1.3772... Generator Loss: 0.6302 Epoch 7/8... Discriminator Loss: 1.2710... Generator Loss: 0.6634 Epoch 7/8... Discriminator Loss: 1.4112... Generator Loss: 0.6412 Epoch 7/8... Discriminator Loss: 1.1675... Generator Loss: 0.8130
Epoch 7/8... Discriminator Loss: 1.2575... Generator Loss: 0.7503 Epoch 7/8... Discriminator Loss: 1.3847... Generator Loss: 0.6455 Epoch 7/8... Discriminator Loss: 1.3119... Generator Loss: 0.6428 Epoch 7/8... Discriminator Loss: 1.3134... Generator Loss: 0.6996 Epoch 7/8... Discriminator Loss: 1.1477... Generator Loss: 0.7726 Epoch 7/8... Discriminator Loss: 1.3220... Generator Loss: 0.6126 Epoch 7/8... Discriminator Loss: 1.1617... Generator Loss: 0.9092 Epoch 7/8... Discriminator Loss: 1.3306... Generator Loss: 0.7781 Epoch 7/8... Discriminator Loss: 1.3300... Generator Loss: 0.6706 Epoch 7/8... Discriminator Loss: 1.3318... Generator Loss: 0.6346
Epoch 7/8... Discriminator Loss: 1.0793... Generator Loss: 0.8707 Epoch 7/8... Discriminator Loss: 1.3393... Generator Loss: 0.7454 Epoch 7/8... Discriminator Loss: 1.0824... Generator Loss: 0.9375 Epoch 7/8... Discriminator Loss: 1.4384... Generator Loss: 0.6251 Epoch 7/8... Discriminator Loss: 1.2796... Generator Loss: 0.7367 Epoch 7/8... Discriminator Loss: 1.3037... Generator Loss: 0.7624 Epoch 7/8... Discriminator Loss: 1.3226... Generator Loss: 0.6952 Epoch 7/8... Discriminator Loss: 1.1321... Generator Loss: 0.9176 Epoch 7/8... Discriminator Loss: 1.3242... Generator Loss: 0.7405 Epoch 7/8... Discriminator Loss: 1.5319... Generator Loss: 0.6183
Epoch 7/8... Discriminator Loss: 1.5186... Generator Loss: 0.4883 Epoch 7/8... Discriminator Loss: 1.3988... Generator Loss: 0.6384 Epoch 7/8... Discriminator Loss: 1.3655... Generator Loss: 0.7885 Epoch 7/8... Discriminator Loss: 1.6235... Generator Loss: 0.5034 Epoch 7/8... Discriminator Loss: 1.4295... Generator Loss: 0.5751 Epoch 7/8... Discriminator Loss: 1.2766... Generator Loss: 0.8122 Epoch 7/8... Discriminator Loss: 1.3689... Generator Loss: 0.6617 Epoch 7/8... Discriminator Loss: 1.2676... Generator Loss: 0.5998 Epoch 7/8... Discriminator Loss: 1.3455... Generator Loss: 0.7263 Epoch 7/8... Discriminator Loss: 1.1563... Generator Loss: 0.7840
Epoch 7/8... Discriminator Loss: 1.3353... Generator Loss: 0.6794 Epoch 7/8... Discriminator Loss: 1.4843... Generator Loss: 0.6114 Epoch 7/8... Discriminator Loss: 1.2494... Generator Loss: 0.6675 Epoch 7/8... Discriminator Loss: 1.4730... Generator Loss: 0.5314 Epoch 7/8... Discriminator Loss: 1.3892... Generator Loss: 0.7179 Epoch 7/8... Discriminator Loss: 1.3028... Generator Loss: 0.6585 Epoch 7/8... Discriminator Loss: 1.3184... Generator Loss: 0.6533 Epoch 7/8... Discriminator Loss: 1.2980... Generator Loss: 0.7092 Epoch 7/8... Discriminator Loss: 1.2263... Generator Loss: 0.9904 Epoch 7/8... Discriminator Loss: 1.3586... Generator Loss: 0.6507
Epoch 7/8... Discriminator Loss: 1.5037... Generator Loss: 0.5332 Epoch 7/8... Discriminator Loss: 1.2122... Generator Loss: 0.8206 Epoch 7/8... Discriminator Loss: 1.2909... Generator Loss: 0.7016 Epoch 7/8... Discriminator Loss: 1.3528... Generator Loss: 0.6827 Epoch 7/8... Discriminator Loss: 1.1702... Generator Loss: 0.9398 Epoch 7/8... Discriminator Loss: 1.3532... Generator Loss: 0.7459 Epoch 7/8... Discriminator Loss: 1.1780... Generator Loss: 0.7918 Epoch 7/8... Discriminator Loss: 1.3285... Generator Loss: 0.7215 Epoch 7/8... Discriminator Loss: 1.0444... Generator Loss: 1.0185 Epoch 7/8... Discriminator Loss: 1.2762... Generator Loss: 0.7445
Epoch 7/8... Discriminator Loss: 1.1422... Generator Loss: 0.8819 Epoch 7/8... Discriminator Loss: 1.4376... Generator Loss: 0.5253 Epoch 7/8... Discriminator Loss: 1.3404... Generator Loss: 0.7088 Epoch 7/8... Discriminator Loss: 1.3197... Generator Loss: 0.7018 Epoch 7/8... Discriminator Loss: 1.2519... Generator Loss: 0.8137 Epoch 7/8... Discriminator Loss: 1.3134... Generator Loss: 0.6154 Epoch 7/8... Discriminator Loss: 1.3183... Generator Loss: 0.7276 Epoch 7/8... Discriminator Loss: 1.3042... Generator Loss: 0.6694 Epoch 7/8... Discriminator Loss: 1.3668... Generator Loss: 0.6353 Epoch 7/8... Discriminator Loss: 1.2815... Generator Loss: 0.6999
Epoch 7/8... Discriminator Loss: 1.0231... Generator Loss: 1.0817 Epoch 7/8... Discriminator Loss: 1.3181... Generator Loss: 0.6476 Epoch 7/8... Discriminator Loss: 1.1232... Generator Loss: 0.8436 Epoch 7/8... Discriminator Loss: 1.1527... Generator Loss: 0.8762 Epoch 7/8... Discriminator Loss: 1.3770... Generator Loss: 0.7205 Epoch 7/8... Discriminator Loss: 1.3070... Generator Loss: 0.8493 Epoch 7/8... Discriminator Loss: 1.4360... Generator Loss: 1.1926 Epoch 7/8... Discriminator Loss: 1.2148... Generator Loss: 0.7837 Epoch 7/8... Discriminator Loss: 1.4015... Generator Loss: 0.6609 Epoch 7/8... Discriminator Loss: 1.2703... Generator Loss: 0.8298
Epoch 7/8... Discriminator Loss: 1.3156... Generator Loss: 0.7423 Epoch 7/8... Discriminator Loss: 1.1054... Generator Loss: 0.7652 Epoch 7/8... Discriminator Loss: 1.3393... Generator Loss: 0.7498 Epoch 7/8... Discriminator Loss: 1.3127... Generator Loss: 0.6209 Epoch 7/8... Discriminator Loss: 1.2961... Generator Loss: 0.7375 Epoch 7/8... Discriminator Loss: 1.2200... Generator Loss: 0.8133 Epoch 7/8... Discriminator Loss: 1.3999... Generator Loss: 0.7696 Epoch 7/8... Discriminator Loss: 1.0497... Generator Loss: 1.0587 Epoch 7/8... Discriminator Loss: 1.2281... Generator Loss: 0.9339 Epoch 7/8... Discriminator Loss: 1.4812... Generator Loss: 0.7886
Epoch 7/8... Discriminator Loss: 1.0404... Generator Loss: 0.9454 Epoch 7/8... Discriminator Loss: 1.3447... Generator Loss: 0.7054 Epoch 7/8... Discriminator Loss: 1.2864... Generator Loss: 0.6567 Epoch 7/8... Discriminator Loss: 0.9740... Generator Loss: 0.9922 Epoch 7/8... Discriminator Loss: 1.3188... Generator Loss: 0.6126 Epoch 7/8... Discriminator Loss: 1.3209... Generator Loss: 0.6471 Epoch 7/8... Discriminator Loss: 1.1130... Generator Loss: 0.9747 Epoch 7/8... Discriminator Loss: 1.3961... Generator Loss: 0.6089 Epoch 7/8... Discriminator Loss: 1.2408... Generator Loss: 0.8571 Epoch 7/8... Discriminator Loss: 1.3233... Generator Loss: 0.7820
Epoch 7/8... Discriminator Loss: 1.4012... Generator Loss: 0.8512 Epoch 7/8... Discriminator Loss: 1.1363... Generator Loss: 0.8319 Epoch 7/8... Discriminator Loss: 1.1817... Generator Loss: 0.7461 Epoch 7/8... Discriminator Loss: 1.3267... Generator Loss: 0.8039 Epoch 7/8... Discriminator Loss: 1.3988... Generator Loss: 0.6520 Epoch 7/8... Discriminator Loss: 1.3080... Generator Loss: 0.5843 Epoch 7/8... Discriminator Loss: 1.4819... Generator Loss: 0.5993 Epoch 7/8... Discriminator Loss: 1.3304... Generator Loss: 0.6567 Epoch 7/8... Discriminator Loss: 1.3326... Generator Loss: 0.7472 Epoch 7/8... Discriminator Loss: 1.4020... Generator Loss: 0.6565
Epoch 7/8... Discriminator Loss: 1.4153... Generator Loss: 0.6983 Epoch 7/8... Discriminator Loss: 1.2676... Generator Loss: 0.7242 Epoch 7/8... Discriminator Loss: 1.0320... Generator Loss: 1.0432 Epoch 7/8... Discriminator Loss: 1.2139... Generator Loss: 0.7626 Epoch 7/8... Discriminator Loss: 1.3003... Generator Loss: 0.5837 Epoch 7/8... Discriminator Loss: 1.2862... Generator Loss: 0.6453 Epoch 7/8... Discriminator Loss: 1.3726... Generator Loss: 0.7232 Epoch 7/8... Discriminator Loss: 1.2604... Generator Loss: 0.7281 Epoch 7/8... Discriminator Loss: 1.4656... Generator Loss: 0.7374 Epoch 7/8... Discriminator Loss: 1.2227... Generator Loss: 0.9112
Epoch 7/8... Discriminator Loss: 0.9910... Generator Loss: 0.8837 Epoch 7/8... Discriminator Loss: 1.0926... Generator Loss: 1.0054 Epoch 7/8... Discriminator Loss: 1.4048... Generator Loss: 0.6308 Epoch 7/8... Discriminator Loss: 1.2343... Generator Loss: 0.8965 Epoch 7/8... Discriminator Loss: 1.3501... Generator Loss: 0.6564 Epoch 7/8... Discriminator Loss: 1.3878... Generator Loss: 0.5459 Epoch 7/8... Discriminator Loss: 1.2531... Generator Loss: 0.8114 Epoch 7/8... Discriminator Loss: 1.3808... Generator Loss: 0.5094 Epoch 7/8... Discriminator Loss: 1.1599... Generator Loss: 0.8647 Epoch 7/8... Discriminator Loss: 1.4496... Generator Loss: 0.6199
Epoch 7/8... Discriminator Loss: 1.2537... Generator Loss: 0.7677 Epoch 7/8... Discriminator Loss: 1.4615... Generator Loss: 0.6655 Epoch 7/8... Discriminator Loss: 1.5309... Generator Loss: 0.5639 Epoch 7/8... Discriminator Loss: 1.3137... Generator Loss: 0.6542 Epoch 7/8... Discriminator Loss: 1.1827... Generator Loss: 0.7999 Epoch 7/8... Discriminator Loss: 1.3579... Generator Loss: 0.6484 Epoch 7/8... Discriminator Loss: 1.4596... Generator Loss: 0.6055 Epoch 7/8... Discriminator Loss: 1.3107... Generator Loss: 0.7839 Epoch 7/8... Discriminator Loss: 1.1435... Generator Loss: 0.7679 Epoch 7/8... Discriminator Loss: 1.3903... Generator Loss: 0.6904
Epoch 7/8... Discriminator Loss: 1.2188... Generator Loss: 0.8494 Epoch 7/8... Discriminator Loss: 1.4242... Generator Loss: 0.6889 Epoch 7/8... Discriminator Loss: 1.3129... Generator Loss: 0.5979 Epoch 7/8... Discriminator Loss: 1.2336... Generator Loss: 0.8095 Epoch 7/8... Discriminator Loss: 1.2110... Generator Loss: 0.9355 Epoch 7/8... Discriminator Loss: 1.2766... Generator Loss: 0.6761 Epoch 7/8... Discriminator Loss: 1.3076... Generator Loss: 0.6296 Epoch 7/8... Discriminator Loss: 1.1659... Generator Loss: 0.8643 Epoch 7/8... Discriminator Loss: 1.4706... Generator Loss: 0.5615 Epoch 7/8... Discriminator Loss: 1.3650... Generator Loss: 0.6761
Epoch 7/8... Discriminator Loss: 1.1912... Generator Loss: 0.7488 Epoch 7/8... Discriminator Loss: 1.0634... Generator Loss: 0.8766 Epoch 7/8... Discriminator Loss: 1.2634... Generator Loss: 0.6156 Epoch 7/8... Discriminator Loss: 1.4214... Generator Loss: 0.6195 Epoch 7/8... Discriminator Loss: 1.1328... Generator Loss: 0.7467 Epoch 7/8... Discriminator Loss: 1.3839... Generator Loss: 0.6175 Epoch 7/8... Discriminator Loss: 1.3118... Generator Loss: 0.6739 Epoch 7/8... Discriminator Loss: 1.4204... Generator Loss: 0.6663 Epoch 7/8... Discriminator Loss: 1.4447... Generator Loss: 0.5883 Epoch 7/8... Discriminator Loss: 1.4476... Generator Loss: 0.6042
Epoch 7/8... Discriminator Loss: 1.2323... Generator Loss: 0.7108 Epoch 7/8... Discriminator Loss: 1.2786... Generator Loss: 0.6698 Epoch 7/8... Discriminator Loss: 1.2030... Generator Loss: 0.7722 Epoch 7/8... Discriminator Loss: 1.3154... Generator Loss: 0.6038 Epoch 7/8... Discriminator Loss: 1.2600... Generator Loss: 0.7144 Epoch 7/8... Discriminator Loss: 1.1432... Generator Loss: 0.8053 Epoch 7/8... Discriminator Loss: 1.2457... Generator Loss: 0.7759 Epoch 7/8... Discriminator Loss: 1.2347... Generator Loss: 0.8126 Epoch 7/8... Discriminator Loss: 1.3984... Generator Loss: 0.6583 Epoch 7/8... Discriminator Loss: 1.2944... Generator Loss: 0.7391
Epoch 7/8... Discriminator Loss: 1.3643... Generator Loss: 0.7242 Epoch 7/8... Discriminator Loss: 1.3635... Generator Loss: 0.7651 Epoch 7/8... Discriminator Loss: 1.2155... Generator Loss: 0.8461 Epoch 7/8... Discriminator Loss: 1.3099... Generator Loss: 0.6453 Epoch 7/8... Discriminator Loss: 1.3776... Generator Loss: 0.6871 Epoch 7/8... Discriminator Loss: 1.2839... Generator Loss: 0.7803 Epoch 7/8... Discriminator Loss: 1.3165... Generator Loss: 0.9066 Epoch 7/8... Discriminator Loss: 1.3732... Generator Loss: 0.6755 Epoch 7/8... Discriminator Loss: 1.2271... Generator Loss: 0.7566 Epoch 7/8... Discriminator Loss: 1.3094... Generator Loss: 0.6176
Epoch 7/8... Discriminator Loss: 1.2409... Generator Loss: 0.7825 Epoch 7/8... Discriminator Loss: 1.3642... Generator Loss: 0.7044 Epoch 7/8... Discriminator Loss: 1.3796... Generator Loss: 0.7081 Epoch 7/8... Discriminator Loss: 1.2574... Generator Loss: 0.7477 Epoch 7/8... Discriminator Loss: 1.0660... Generator Loss: 1.0930 Epoch 7/8... Discriminator Loss: 1.4968... Generator Loss: 0.6366 Epoch 7/8... Discriminator Loss: 1.3147... Generator Loss: 0.6282 Epoch 7/8... Discriminator Loss: 1.3967... Generator Loss: 0.5234 Epoch 7/8... Discriminator Loss: 1.5279... Generator Loss: 0.4711 Epoch 7/8... Discriminator Loss: 1.4832... Generator Loss: 0.5081
Epoch 7/8... Discriminator Loss: 1.2368... Generator Loss: 0.7636 Epoch 7/8... Discriminator Loss: 1.2566... Generator Loss: 0.6956 Epoch 7/8... Discriminator Loss: 1.4483... Generator Loss: 0.5590 Epoch 7/8... Discriminator Loss: 1.2640... Generator Loss: 0.7666 Epoch 7/8... Discriminator Loss: 1.1896... Generator Loss: 0.8731 Epoch 7/8... Discriminator Loss: 1.2835... Generator Loss: 0.6775 Epoch 7/8... Discriminator Loss: 1.4074... Generator Loss: 0.6883 Epoch 7/8... Discriminator Loss: 1.8059... Generator Loss: 0.7777 Epoch 7/8... Discriminator Loss: 1.3187... Generator Loss: 0.6869 Epoch 7/8... Discriminator Loss: 1.1085... Generator Loss: 1.0227
Epoch 7/8... Discriminator Loss: 1.3305... Generator Loss: 0.6843 Epoch 7/8... Discriminator Loss: 1.3154... Generator Loss: 0.7707 Epoch 7/8... Discriminator Loss: 1.4439... Generator Loss: 0.7411 Epoch 7/8... Discriminator Loss: 1.0885... Generator Loss: 1.5080 Epoch 7/8... Discriminator Loss: 1.2061... Generator Loss: 0.7231 Epoch 7/8... Discriminator Loss: 1.3630... Generator Loss: 0.5668 Epoch 7/8... Discriminator Loss: 1.2301... Generator Loss: 0.7924 Epoch 7/8... Discriminator Loss: 1.3598... Generator Loss: 0.6299 Epoch 7/8... Discriminator Loss: 1.3343... Generator Loss: 0.6960 Epoch 7/8... Discriminator Loss: 1.3678... Generator Loss: 0.6776
Epoch 7/8... Discriminator Loss: 1.2039... Generator Loss: 0.8250 Epoch 7/8... Discriminator Loss: 1.3006... Generator Loss: 0.7265 Epoch 7/8... Discriminator Loss: 1.2060... Generator Loss: 0.7470 Epoch 7/8... Discriminator Loss: 1.2242... Generator Loss: 0.8530 Epoch 7/8... Discriminator Loss: 1.3397... Generator Loss: 0.6834 Epoch 7/8... Discriminator Loss: 1.4186... Generator Loss: 0.7005 Epoch 7/8... Discriminator Loss: 1.2782... Generator Loss: 0.7159 Epoch 7/8... Discriminator Loss: 1.3510... Generator Loss: 0.5990 Epoch 7/8... Discriminator Loss: 1.3921... Generator Loss: 0.6668 Epoch 7/8... Discriminator Loss: 1.1406... Generator Loss: 0.9188
Epoch 7/8... Discriminator Loss: 1.2122... Generator Loss: 0.7499 Epoch 7/8... Discriminator Loss: 1.3217... Generator Loss: 0.6940 Epoch 7/8... Discriminator Loss: 1.3003... Generator Loss: 0.8510 Epoch 7/8... Discriminator Loss: 1.1978... Generator Loss: 0.7123 Epoch 7/8... Discriminator Loss: 1.3496... Generator Loss: 0.6761 Epoch 7/8... Discriminator Loss: 1.4389... Generator Loss: 0.6345 Epoch 7/8... Discriminator Loss: 1.2746... Generator Loss: 0.7239 Epoch 7/8... Discriminator Loss: 1.2616... Generator Loss: 0.7458 Epoch 7/8... Discriminator Loss: 1.0650... Generator Loss: 0.9152 Epoch 7/8... Discriminator Loss: 1.4335... Generator Loss: 0.6255
Epoch 7/8... Discriminator Loss: 1.1062... Generator Loss: 1.0113 Epoch 7/8... Discriminator Loss: 1.3310... Generator Loss: 0.7298 Epoch 7/8... Discriminator Loss: 1.1842... Generator Loss: 0.7736 Epoch 7/8... Discriminator Loss: 1.3009... Generator Loss: 0.6725 Epoch 7/8... Discriminator Loss: 1.4436... Generator Loss: 0.6860 Epoch 7/8... Discriminator Loss: 1.4128... Generator Loss: 0.6333 Epoch 7/8... Discriminator Loss: 1.2313... Generator Loss: 0.8438 Epoch 7/8... Discriminator Loss: 1.3480... Generator Loss: 0.7262 Epoch 7/8... Discriminator Loss: 1.3766... Generator Loss: 0.7061 Epoch 7/8... Discriminator Loss: 1.3746... Generator Loss: 0.6505
Epoch 7/8... Discriminator Loss: 1.4576... Generator Loss: 0.4947 Epoch 7/8... Discriminator Loss: 1.3161... Generator Loss: 0.7116 Epoch 7/8... Discriminator Loss: 1.3180... Generator Loss: 0.6956 Epoch 7/8... Discriminator Loss: 1.3138... Generator Loss: 0.7230 Epoch 7/8... Discriminator Loss: 1.3874... Generator Loss: 0.5276 Epoch 7/8... Discriminator Loss: 1.3487... Generator Loss: 0.5706 Epoch 7/8... Discriminator Loss: 1.4419... Generator Loss: 0.5529 Epoch 7/8... Discriminator Loss: 1.2101... Generator Loss: 0.7781 Epoch 7/8... Discriminator Loss: 1.3299... Generator Loss: 0.6542 Epoch 7/8... Discriminator Loss: 1.1489... Generator Loss: 0.8730
Epoch 7/8... Discriminator Loss: 1.4229... Generator Loss: 0.5416 Epoch 7/8... Discriminator Loss: 1.4785... Generator Loss: 0.6424 Epoch 7/8... Discriminator Loss: 1.3072... Generator Loss: 0.6580 Epoch 7/8... Discriminator Loss: 1.3915... Generator Loss: 0.6794 Epoch 7/8... Discriminator Loss: 1.1590... Generator Loss: 0.9108 Epoch 7/8... Discriminator Loss: 1.3452... Generator Loss: 0.6482 Epoch 7/8... Discriminator Loss: 1.2737... Generator Loss: 0.7892 Epoch 7/8... Discriminator Loss: 1.3257... Generator Loss: 0.7646 Epoch 7/8... Discriminator Loss: 1.2359... Generator Loss: 0.8435 Epoch 7/8... Discriminator Loss: 1.4321... Generator Loss: 0.6524
Epoch 7/8... Discriminator Loss: 1.3884... Generator Loss: 0.6788 Epoch 7/8... Discriminator Loss: 1.3512... Generator Loss: 0.6277 Epoch 7/8... Discriminator Loss: 1.3503... Generator Loss: 0.6595 Epoch 7/8... Discriminator Loss: 1.3262... Generator Loss: 0.6290 Epoch 7/8... Discriminator Loss: 1.1997... Generator Loss: 0.7626 Epoch 7/8... Discriminator Loss: 1.2255... Generator Loss: 0.7157 Epoch 7/8... Discriminator Loss: 1.3319... Generator Loss: 0.8978 Epoch 7/8... Discriminator Loss: 1.4481... Generator Loss: 0.5365 Epoch 7/8... Discriminator Loss: 1.2039... Generator Loss: 0.6725 Epoch 7/8... Discriminator Loss: 1.1768... Generator Loss: 0.7748
Epoch 7/8... Discriminator Loss: 1.3871... Generator Loss: 0.6511 Epoch 7/8... Discriminator Loss: 1.4628... Generator Loss: 0.6442 Epoch 7/8... Discriminator Loss: 1.2671... Generator Loss: 0.6948 Epoch 7/8... Discriminator Loss: 1.3416... Generator Loss: 0.6654 Epoch 7/8... Discriminator Loss: 1.3671... Generator Loss: 0.5726 Epoch 7/8... Discriminator Loss: 1.3720... Generator Loss: 0.5912 Epoch 7/8... Discriminator Loss: 1.3455... Generator Loss: 0.6285 Epoch 7/8... Discriminator Loss: 1.4794... Generator Loss: 0.6184 Epoch 7/8... Discriminator Loss: 1.3370... Generator Loss: 0.8095 Epoch 7/8... Discriminator Loss: 1.2570... Generator Loss: 0.7278
Epoch 7/8... Discriminator Loss: 1.2691... Generator Loss: 0.7358 Epoch 7/8... Discriminator Loss: 1.0904... Generator Loss: 0.8861 Epoch 7/8... Discriminator Loss: 1.2876... Generator Loss: 0.7135 Epoch 7/8... Discriminator Loss: 1.2951... Generator Loss: 0.8338 Epoch 7/8... Discriminator Loss: 1.3550... Generator Loss: 0.6659 Epoch 7/8... Discriminator Loss: 1.3897... Generator Loss: 0.6385 Epoch 7/8... Discriminator Loss: 1.2756... Generator Loss: 0.7341 Epoch 7/8... Discriminator Loss: 1.2206... Generator Loss: 0.7067 Epoch 7/8... Discriminator Loss: 1.2125... Generator Loss: 0.6913 Epoch 7/8... Discriminator Loss: 1.3181... Generator Loss: 0.7457
Epoch 7/8... Discriminator Loss: 1.4442... Generator Loss: 0.6065 Epoch 7/8... Discriminator Loss: 1.2664... Generator Loss: 0.7838 Epoch 7/8... Discriminator Loss: 1.1693... Generator Loss: 0.8778 Epoch 7/8... Discriminator Loss: 1.0181... Generator Loss: 1.3985 Epoch 7/8... Discriminator Loss: 1.3323... Generator Loss: 0.6432 Epoch 7/8... Discriminator Loss: 1.3536... Generator Loss: 0.6673 Epoch 7/8... Discriminator Loss: 1.2129... Generator Loss: 0.7625 Epoch 7/8... Discriminator Loss: 1.2048... Generator Loss: 0.7921 Epoch 7/8... Discriminator Loss: 1.3039... Generator Loss: 0.7162 Epoch 7/8... Discriminator Loss: 1.5246... Generator Loss: 0.5031
Epoch 7/8... Discriminator Loss: 1.2820... Generator Loss: 0.6182 Epoch 7/8... Discriminator Loss: 1.3054... Generator Loss: 0.7246 Epoch 7/8... Discriminator Loss: 1.3750... Generator Loss: 0.6359 Epoch 7/8... Discriminator Loss: 1.3053... Generator Loss: 0.6152 Epoch 7/8... Discriminator Loss: 1.0531... Generator Loss: 0.9278 Epoch 7/8... Discriminator Loss: 1.5207... Generator Loss: 0.5903 Epoch 7/8... Discriminator Loss: 1.1697... Generator Loss: 0.8610 Epoch 7/8... Discriminator Loss: 1.4397... Generator Loss: 0.5994 Epoch 7/8... Discriminator Loss: 1.3149... Generator Loss: 0.6912 Epoch 7/8... Discriminator Loss: 0.9392... Generator Loss: 1.1815
Epoch 7/8... Discriminator Loss: 1.4512... Generator Loss: 0.6283 Epoch 7/8... Discriminator Loss: 1.3306... Generator Loss: 0.7256 Epoch 7/8... Discriminator Loss: 1.2543... Generator Loss: 0.8493 Epoch 7/8... Discriminator Loss: 1.2027... Generator Loss: 0.8243 Epoch 7/8... Discriminator Loss: 1.3267... Generator Loss: 0.5828 Epoch 7/8... Discriminator Loss: 1.5872... Generator Loss: 0.4993 Epoch 7/8... Discriminator Loss: 1.1878... Generator Loss: 0.8635 Epoch 7/8... Discriminator Loss: 1.3414... Generator Loss: 0.6856 Epoch 7/8... Discriminator Loss: 1.4072... Generator Loss: 0.6920 Epoch 7/8... Discriminator Loss: 1.2822... Generator Loss: 0.8672
Epoch 7/8... Discriminator Loss: 1.3452... Generator Loss: 0.6791 Epoch 7/8... Discriminator Loss: 1.3409... Generator Loss: 0.7762 Epoch 7/8... Discriminator Loss: 1.2081... Generator Loss: 0.6179 Epoch 7/8... Discriminator Loss: 1.3382... Generator Loss: 0.7001 Epoch 7/8... Discriminator Loss: 1.4066... Generator Loss: 0.6634 Epoch 7/8... Discriminator Loss: 1.3197... Generator Loss: 0.7197 Epoch 7/8... Discriminator Loss: 1.0790... Generator Loss: 0.9747 Epoch 7/8... Discriminator Loss: 1.3395... Generator Loss: 0.6905 Epoch 7/8... Discriminator Loss: 1.3266... Generator Loss: 0.7256 Epoch 7/8... Discriminator Loss: 1.2845... Generator Loss: 0.7834
Epoch 7/8... Discriminator Loss: 1.2046... Generator Loss: 0.7819 Epoch 7/8... Discriminator Loss: 1.3512... Generator Loss: 0.6162 Epoch 7/8... Discriminator Loss: 1.2057... Generator Loss: 0.8153 Epoch 7/8... Discriminator Loss: 1.2675... Generator Loss: 0.8545 Epoch 7/8... Discriminator Loss: 1.2727... Generator Loss: 0.7461 Epoch 7/8... Discriminator Loss: 1.4716... Generator Loss: 0.6553 Epoch 7/8... Discriminator Loss: 1.3649... Generator Loss: 0.6326 Epoch 7/8... Discriminator Loss: 1.4378... Generator Loss: 0.9025 Epoch 7/8... Discriminator Loss: 1.2351... Generator Loss: 0.6914 Epoch 7/8... Discriminator Loss: 1.1978... Generator Loss: 0.8621
Epoch 7/8... Discriminator Loss: 1.3063... Generator Loss: 0.7820 Epoch 7/8... Discriminator Loss: 1.2999... Generator Loss: 0.6776 Epoch 7/8... Discriminator Loss: 1.2151... Generator Loss: 0.7008 Epoch 7/8... Discriminator Loss: 1.3625... Generator Loss: 0.6235 Epoch 7/8... Discriminator Loss: 1.2738... Generator Loss: 0.6790 Epoch 7/8... Discriminator Loss: 1.2599... Generator Loss: 0.6882 Epoch 7/8... Discriminator Loss: 1.3741... Generator Loss: 0.6800 Epoch 7/8... Discriminator Loss: 1.2858... Generator Loss: 0.7316 Epoch 7/8... Discriminator Loss: 1.1598... Generator Loss: 0.9570 Epoch 7/8... Discriminator Loss: 1.2800... Generator Loss: 0.7903
Epoch 7/8... Discriminator Loss: 1.3053... Generator Loss: 0.7265 Epoch 7/8... Discriminator Loss: 1.2890... Generator Loss: 0.6647 Epoch 7/8... Discriminator Loss: 1.4060... Generator Loss: 0.6513 Epoch 7/8... Discriminator Loss: 1.1520... Generator Loss: 0.8878 Epoch 7/8... Discriminator Loss: 1.3904... Generator Loss: 0.5728 Epoch 7/8... Discriminator Loss: 1.1931... Generator Loss: 0.7102 Epoch 7/8... Discriminator Loss: 1.2563... Generator Loss: 0.7876 Epoch 7/8... Discriminator Loss: 1.3381... Generator Loss: 0.6558 Epoch 7/8... Discriminator Loss: 1.2593... Generator Loss: 0.7051 Epoch 7/8... Discriminator Loss: 1.1647... Generator Loss: 0.8946
Epoch 7/8... Discriminator Loss: 1.0344... Generator Loss: 0.8300 Epoch 7/8... Discriminator Loss: 1.2006... Generator Loss: 0.7536 Epoch 7/8... Discriminator Loss: 1.4810... Generator Loss: 0.4756 Epoch 7/8... Discriminator Loss: 1.3207... Generator Loss: 0.5551 Epoch 7/8... Discriminator Loss: 1.2054... Generator Loss: 0.8297 Epoch 7/8... Discriminator Loss: 1.1052... Generator Loss: 0.8998 Epoch 7/8... Discriminator Loss: 1.2313... Generator Loss: 0.7455 Epoch 7/8... Discriminator Loss: 1.2194... Generator Loss: 0.7295 Epoch 7/8... Discriminator Loss: 1.2383... Generator Loss: 0.6983 Epoch 7/8... Discriminator Loss: 1.2604... Generator Loss: 0.7218
Epoch 7/8... Discriminator Loss: 1.3861... Generator Loss: 0.6129 Epoch 7/8... Discriminator Loss: 1.1788... Generator Loss: 0.8525 Epoch 7/8... Discriminator Loss: 1.2627... Generator Loss: 0.7693 Epoch 7/8... Discriminator Loss: 1.4006... Generator Loss: 0.7361 Epoch 7/8... Discriminator Loss: 1.2077... Generator Loss: 0.8288 Epoch 7/8... Discriminator Loss: 1.2759... Generator Loss: 0.6553 Epoch 7/8... Discriminator Loss: 1.1830... Generator Loss: 0.8383 Epoch 7/8... Discriminator Loss: 1.2079... Generator Loss: 0.7246 Epoch 7/8... Discriminator Loss: 1.3951... Generator Loss: 0.6113 Epoch 7/8... Discriminator Loss: 1.2042... Generator Loss: 0.7002
Epoch 7/8... Discriminator Loss: 1.2161... Generator Loss: 0.7495 Epoch 7/8... Discriminator Loss: 1.2798... Generator Loss: 0.7732 Epoch 7/8... Discriminator Loss: 1.2656... Generator Loss: 0.7436 Epoch 7/8... Discriminator Loss: 1.3278... Generator Loss: 0.8184 Epoch 7/8... Discriminator Loss: 1.4628... Generator Loss: 0.6647 Epoch 7/8... Discriminator Loss: 1.3435... Generator Loss: 0.6690 Epoch 7/8... Discriminator Loss: 1.2536... Generator Loss: 0.6926 Epoch 7/8... Discriminator Loss: 1.4198... Generator Loss: 0.7058 Epoch 7/8... Discriminator Loss: 1.4145... Generator Loss: 0.5523 Epoch 7/8... Discriminator Loss: 1.4163... Generator Loss: 0.6268
Epoch 7/8... Discriminator Loss: 1.2456... Generator Loss: 0.6864 Epoch 7/8... Discriminator Loss: 1.3646... Generator Loss: 0.7237 Epoch 7/8... Discriminator Loss: 1.1909... Generator Loss: 0.8852 Epoch 7/8... Discriminator Loss: 1.3460... Generator Loss: 0.7156 Epoch 7/8... Discriminator Loss: 1.0988... Generator Loss: 0.7960 Epoch 7/8... Discriminator Loss: 1.1878... Generator Loss: 0.9544 Epoch 7/8... Discriminator Loss: 1.3972... Generator Loss: 0.6238 Epoch 7/8... Discriminator Loss: 1.3371... Generator Loss: 0.6502 Epoch 7/8... Discriminator Loss: 1.2860... Generator Loss: 0.6705 Epoch 7/8... Discriminator Loss: 1.3088... Generator Loss: 0.6297
Epoch 7/8... Discriminator Loss: 1.4180... Generator Loss: 0.6201 Epoch 7/8... Discriminator Loss: 1.2579... Generator Loss: 0.7568 Epoch 7/8... Discriminator Loss: 1.3807... Generator Loss: 0.7596 Epoch 7/8... Discriminator Loss: 1.2884... Generator Loss: 0.7847 Epoch 7/8... Discriminator Loss: 1.4092... Generator Loss: 0.6194 Epoch 7/8... Discriminator Loss: 1.5580... Generator Loss: 0.5156 Epoch 7/8... Discriminator Loss: 1.4072... Generator Loss: 0.7452 Epoch 7/8... Discriminator Loss: 1.3220... Generator Loss: 0.7071 Epoch 7/8... Discriminator Loss: 1.3360... Generator Loss: 0.6467 Epoch 7/8... Discriminator Loss: 1.1781... Generator Loss: 0.8192
Epoch 7/8... Discriminator Loss: 1.3399... Generator Loss: 0.5428 Epoch 7/8... Discriminator Loss: 1.1226... Generator Loss: 0.8619 Epoch 7/8... Discriminator Loss: 1.4603... Generator Loss: 0.6645 Epoch 7/8... Discriminator Loss: 1.2329... Generator Loss: 0.7412 Epoch 7/8... Discriminator Loss: 1.2434... Generator Loss: 0.8555 Epoch 7/8... Discriminator Loss: 1.2984... Generator Loss: 0.8138 Epoch 7/8... Discriminator Loss: 1.3863... Generator Loss: 0.6731 Epoch 7/8... Discriminator Loss: 1.4866... Generator Loss: 0.5762 Epoch 7/8... Discriminator Loss: 1.3016... Generator Loss: 0.6672 Epoch 7/8... Discriminator Loss: 1.3252... Generator Loss: 0.6835
Epoch 7/8... Discriminator Loss: 1.1192... Generator Loss: 1.1153 Epoch 7/8... Discriminator Loss: 1.3367... Generator Loss: 0.6417 Epoch 7/8... Discriminator Loss: 1.3560... Generator Loss: 0.7050 Epoch 7/8... Discriminator Loss: 1.2263... Generator Loss: 0.7415 Epoch 7/8... Discriminator Loss: 1.2851... Generator Loss: 0.7409 Epoch 7/8... Discriminator Loss: 1.2359... Generator Loss: 0.7948 Epoch 7/8... Discriminator Loss: 1.5220... Generator Loss: 0.6173 Epoch 7/8... Discriminator Loss: 1.4407... Generator Loss: 0.6862 Epoch 7/8... Discriminator Loss: 1.3949... Generator Loss: 0.5702 Epoch 7/8... Discriminator Loss: 1.2626... Generator Loss: 0.9509
Epoch 7/8... Discriminator Loss: 1.3978... Generator Loss: 0.5596 Epoch 7/8... Discriminator Loss: 1.4519... Generator Loss: 0.5353 Epoch 7/8... Discriminator Loss: 1.2600... Generator Loss: 0.7034 Epoch 7/8... Discriminator Loss: 1.2434... Generator Loss: 0.7962 Epoch 7/8... Discriminator Loss: 1.3111... Generator Loss: 0.7251 Epoch 7/8... Discriminator Loss: 1.4549... Generator Loss: 0.5524 Epoch 7/8... Discriminator Loss: 1.3703... Generator Loss: 0.6021 Epoch 7/8... Discriminator Loss: 1.2811... Generator Loss: 0.6985 Epoch 7/8... Discriminator Loss: 1.2795... Generator Loss: 0.7533 Epoch 7/8... Discriminator Loss: 1.5981... Generator Loss: 0.5738
Epoch 7/8... Discriminator Loss: 1.2271... Generator Loss: 0.7341 Epoch 7/8... Discriminator Loss: 1.2171... Generator Loss: 0.8755 Epoch 7/8... Discriminator Loss: 1.3749... Generator Loss: 0.6982 Epoch 7/8... Discriminator Loss: 1.3189... Generator Loss: 0.6478 Epoch 7/8... Discriminator Loss: 1.3027... Generator Loss: 0.8315 Epoch 7/8... Discriminator Loss: 1.3434... Generator Loss: 0.6942 Epoch 7/8... Discriminator Loss: 1.3402... Generator Loss: 0.7493 Epoch 7/8... Discriminator Loss: 1.3089... Generator Loss: 0.6115 Epoch 7/8... Discriminator Loss: 1.1773... Generator Loss: 0.7870 Epoch 7/8... Discriminator Loss: 0.9748... Generator Loss: 1.1033
Epoch 7/8... Discriminator Loss: 1.2723... Generator Loss: 0.7777 Epoch 7/8... Discriminator Loss: 1.3976... Generator Loss: 0.5922 Epoch 7/8... Discriminator Loss: 1.3745... Generator Loss: 0.6557 Epoch 7/8... Discriminator Loss: 1.2321... Generator Loss: 0.7325 Epoch 7/8... Discriminator Loss: 1.3033... Generator Loss: 0.6359 Epoch 7/8... Discriminator Loss: 1.2269... Generator Loss: 0.8009 Epoch 7/8... Discriminator Loss: 1.0763... Generator Loss: 1.1641 Epoch 7/8... Discriminator Loss: 1.4266... Generator Loss: 0.5579 Epoch 7/8... Discriminator Loss: 1.3502... Generator Loss: 0.6979 Epoch 7/8... Discriminator Loss: 1.2094... Generator Loss: 0.7046
Epoch 7/8... Discriminator Loss: 1.2424... Generator Loss: 0.8106 Epoch 7/8... Discriminator Loss: 1.4296... Generator Loss: 0.6748 Epoch 7/8... Discriminator Loss: 1.4218... Generator Loss: 0.8057 Epoch 7/8... Discriminator Loss: 1.4214... Generator Loss: 0.6097 Epoch 7/8... Discriminator Loss: 1.4077... Generator Loss: 0.7352 Epoch 7/8... Discriminator Loss: 1.4167... Generator Loss: 0.5224 Epoch 7/8... Discriminator Loss: 1.3738... Generator Loss: 0.6391 Epoch 7/8... Discriminator Loss: 1.3734... Generator Loss: 0.5346 Epoch 7/8... Discriminator Loss: 1.4252... Generator Loss: 0.5828 Epoch 7/8... Discriminator Loss: 1.4261... Generator Loss: 0.5758
Epoch 7/8... Discriminator Loss: 1.4773... Generator Loss: 0.8895 Epoch 7/8... Discriminator Loss: 1.4346... Generator Loss: 0.6995 Epoch 7/8... Discriminator Loss: 1.3187... Generator Loss: 0.6580 Epoch 7/8... Discriminator Loss: 1.2441... Generator Loss: 0.7367 Epoch 7/8... Discriminator Loss: 1.2415... Generator Loss: 0.8011 Epoch 7/8... Discriminator Loss: 1.3570... Generator Loss: 0.6562 Epoch 7/8... Discriminator Loss: 1.2735... Generator Loss: 0.6589 Epoch 7/8... Discriminator Loss: 1.2868... Generator Loss: 0.7436 Epoch 7/8... Discriminator Loss: 1.2162... Generator Loss: 0.7752 Epoch 7/8... Discriminator Loss: 1.2281... Generator Loss: 0.8450
Epoch 7/8... Discriminator Loss: 1.2282... Generator Loss: 0.7742 Epoch 8/8... Discriminator Loss: 1.2046... Generator Loss: 0.9222 Epoch 8/8... Discriminator Loss: 1.3743... Generator Loss: 0.6576 Epoch 8/8... Discriminator Loss: 1.3830... Generator Loss: 0.6526 Epoch 8/8... Discriminator Loss: 1.1613... Generator Loss: 0.9396 Epoch 8/8... Discriminator Loss: 1.4208... Generator Loss: 0.6364 Epoch 8/8... Discriminator Loss: 1.4662... Generator Loss: 0.5983 Epoch 8/8... Discriminator Loss: 1.1704... Generator Loss: 0.9096 Epoch 8/8... Discriminator Loss: 1.4725... Generator Loss: 0.5750 Epoch 8/8... Discriminator Loss: 1.1948... Generator Loss: 0.6895
Epoch 8/8... Discriminator Loss: 1.3916... Generator Loss: 0.6756 Epoch 8/8... Discriminator Loss: 1.2655... Generator Loss: 0.7340 Epoch 8/8... Discriminator Loss: 1.3801... Generator Loss: 0.8075 Epoch 8/8... Discriminator Loss: 1.1942... Generator Loss: 0.9374 Epoch 8/8... Discriminator Loss: 1.4066... Generator Loss: 0.6038 Epoch 8/8... Discriminator Loss: 1.3439... Generator Loss: 0.6634 Epoch 8/8... Discriminator Loss: 1.2520... Generator Loss: 0.9277 Epoch 8/8... Discriminator Loss: 1.0432... Generator Loss: 1.0380 Epoch 8/8... Discriminator Loss: 1.4353... Generator Loss: 0.6168 Epoch 8/8... Discriminator Loss: 1.2566... Generator Loss: 0.6914
Epoch 8/8... Discriminator Loss: 1.3673... Generator Loss: 0.5856 Epoch 8/8... Discriminator Loss: 1.3501... Generator Loss: 0.5952 Epoch 8/8... Discriminator Loss: 1.2197... Generator Loss: 0.9586 Epoch 8/8... Discriminator Loss: 1.2050... Generator Loss: 0.8007 Epoch 8/8... Discriminator Loss: 1.4674... Generator Loss: 0.5371 Epoch 8/8... Discriminator Loss: 1.3083... Generator Loss: 0.6930 Epoch 8/8... Discriminator Loss: 1.2465... Generator Loss: 0.7369 Epoch 8/8... Discriminator Loss: 1.3352... Generator Loss: 0.6382 Epoch 8/8... Discriminator Loss: 1.2384... Generator Loss: 0.6782 Epoch 8/8... Discriminator Loss: 1.3945... Generator Loss: 0.6198
Epoch 8/8... Discriminator Loss: 1.4728... Generator Loss: 0.8042 Epoch 8/8... Discriminator Loss: 1.1816... Generator Loss: 0.7804 Epoch 8/8... Discriminator Loss: 1.2926... Generator Loss: 0.6329 Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.7133 Epoch 8/8... Discriminator Loss: 1.4189... Generator Loss: 0.6244 Epoch 8/8... Discriminator Loss: 1.2350... Generator Loss: 0.7220 Epoch 8/8... Discriminator Loss: 1.2988... Generator Loss: 0.7004 Epoch 8/8... Discriminator Loss: 1.2641... Generator Loss: 0.8817 Epoch 8/8... Discriminator Loss: 1.3356... Generator Loss: 0.7002 Epoch 8/8... Discriminator Loss: 1.2710... Generator Loss: 0.8047
Epoch 8/8... Discriminator Loss: 1.2565... Generator Loss: 0.8157 Epoch 8/8... Discriminator Loss: 1.3409... Generator Loss: 0.6155 Epoch 8/8... Discriminator Loss: 1.2508... Generator Loss: 0.7036 Epoch 8/8... Discriminator Loss: 1.3405... Generator Loss: 0.6025 Epoch 8/8... Discriminator Loss: 1.3362... Generator Loss: 0.6572 Epoch 8/8... Discriminator Loss: 1.2394... Generator Loss: 0.8232 Epoch 8/8... Discriminator Loss: 1.2340... Generator Loss: 0.7896 Epoch 8/8... Discriminator Loss: 1.4427... Generator Loss: 0.6086 Epoch 8/8... Discriminator Loss: 1.3389... Generator Loss: 0.6601 Epoch 8/8... Discriminator Loss: 1.3495... Generator Loss: 0.5916
Epoch 8/8... Discriminator Loss: 1.3042... Generator Loss: 0.7295 Epoch 8/8... Discriminator Loss: 1.2551... Generator Loss: 0.7596 Epoch 8/8... Discriminator Loss: 1.3810... Generator Loss: 0.7528 Epoch 8/8... Discriminator Loss: 1.4396... Generator Loss: 0.5870 Epoch 8/8... Discriminator Loss: 1.1465... Generator Loss: 1.0795 Epoch 8/8... Discriminator Loss: 1.2945... Generator Loss: 0.7065 Epoch 8/8... Discriminator Loss: 1.3552... Generator Loss: 0.8264 Epoch 8/8... Discriminator Loss: 1.1753... Generator Loss: 0.7437 Epoch 8/8... Discriminator Loss: 1.4114... Generator Loss: 0.6431 Epoch 8/8... Discriminator Loss: 1.3818... Generator Loss: 0.8649
Epoch 8/8... Discriminator Loss: 1.3199... Generator Loss: 0.7197 Epoch 8/8... Discriminator Loss: 1.0832... Generator Loss: 0.9740 Epoch 8/8... Discriminator Loss: 1.1529... Generator Loss: 0.9503 Epoch 8/8... Discriminator Loss: 1.2825... Generator Loss: 0.6594 Epoch 8/8... Discriminator Loss: 1.2086... Generator Loss: 0.8551 Epoch 8/8... Discriminator Loss: 1.3611... Generator Loss: 0.6586 Epoch 8/8... Discriminator Loss: 1.3975... Generator Loss: 0.6140 Epoch 8/8... Discriminator Loss: 1.2939... Generator Loss: 0.8134 Epoch 8/8... Discriminator Loss: 1.3596... Generator Loss: 0.6661 Epoch 8/8... Discriminator Loss: 1.5452... Generator Loss: 0.6507
Epoch 8/8... Discriminator Loss: 1.3402... Generator Loss: 0.7095 Epoch 8/8... Discriminator Loss: 1.0793... Generator Loss: 1.0109 Epoch 8/8... Discriminator Loss: 1.1770... Generator Loss: 0.7716 Epoch 8/8... Discriminator Loss: 1.3086... Generator Loss: 0.6209 Epoch 8/8... Discriminator Loss: 1.2357... Generator Loss: 0.8968 Epoch 8/8... Discriminator Loss: 1.3131... Generator Loss: 0.7305 Epoch 8/8... Discriminator Loss: 1.3922... Generator Loss: 0.6301 Epoch 8/8... Discriminator Loss: 1.3899... Generator Loss: 0.6446 Epoch 8/8... Discriminator Loss: 1.4495... Generator Loss: 0.5711 Epoch 8/8... Discriminator Loss: 1.3026... Generator Loss: 0.8987
Epoch 8/8... Discriminator Loss: 1.4293... Generator Loss: 0.5868 Epoch 8/8... Discriminator Loss: 1.3379... Generator Loss: 0.7320 Epoch 8/8... Discriminator Loss: 1.4279... Generator Loss: 0.7049 Epoch 8/8... Discriminator Loss: 1.2884... Generator Loss: 0.7076 Epoch 8/8... Discriminator Loss: 1.2824... Generator Loss: 0.7087 Epoch 8/8... Discriminator Loss: 1.2670... Generator Loss: 1.0907 Epoch 8/8... Discriminator Loss: 1.3217... Generator Loss: 0.8123 Epoch 8/8... Discriminator Loss: 1.2258... Generator Loss: 0.7556 Epoch 8/8... Discriminator Loss: 1.3964... Generator Loss: 0.5694 Epoch 8/8... Discriminator Loss: 1.4548... Generator Loss: 0.6417
Epoch 8/8... Discriminator Loss: 1.0639... Generator Loss: 0.8152 Epoch 8/8... Discriminator Loss: 1.3344... Generator Loss: 0.8405 Epoch 8/8... Discriminator Loss: 1.0698... Generator Loss: 1.0056 Epoch 8/8... Discriminator Loss: 1.4146... Generator Loss: 0.6891 Epoch 8/8... Discriminator Loss: 1.3361... Generator Loss: 0.6440 Epoch 8/8... Discriminator Loss: 1.1429... Generator Loss: 0.8102 Epoch 8/8... Discriminator Loss: 1.3979... Generator Loss: 0.7585 Epoch 8/8... Discriminator Loss: 1.2134... Generator Loss: 0.7584 Epoch 8/8... Discriminator Loss: 1.4315... Generator Loss: 0.5561 Epoch 8/8... Discriminator Loss: 1.3986... Generator Loss: 0.6496
Epoch 8/8... Discriminator Loss: 1.3223... Generator Loss: 0.7956 Epoch 8/8... Discriminator Loss: 1.4961... Generator Loss: 0.5547 Epoch 8/8... Discriminator Loss: 1.1317... Generator Loss: 0.9688 Epoch 8/8... Discriminator Loss: 1.1152... Generator Loss: 0.7356 Epoch 8/8... Discriminator Loss: 1.0915... Generator Loss: 0.9199 Epoch 8/8... Discriminator Loss: 1.3702... Generator Loss: 0.5715 Epoch 8/8... Discriminator Loss: 1.0654... Generator Loss: 1.1254 Epoch 8/8... Discriminator Loss: 1.3491... Generator Loss: 0.7448 Epoch 8/8... Discriminator Loss: 1.3547... Generator Loss: 0.6429 Epoch 8/8... Discriminator Loss: 1.3549... Generator Loss: 0.6425
Epoch 8/8... Discriminator Loss: 1.3039... Generator Loss: 0.7114 Epoch 8/8... Discriminator Loss: 1.2730... Generator Loss: 0.6485 Epoch 8/8... Discriminator Loss: 1.3744... Generator Loss: 0.6453 Epoch 8/8... Discriminator Loss: 1.3658... Generator Loss: 0.7561 Epoch 8/8... Discriminator Loss: 1.2346... Generator Loss: 0.8546 Epoch 8/8... Discriminator Loss: 1.1514... Generator Loss: 0.8182 Epoch 8/8... Discriminator Loss: 1.1206... Generator Loss: 0.9190 Epoch 8/8... Discriminator Loss: 1.1881... Generator Loss: 0.7624 Epoch 8/8... Discriminator Loss: 1.1379... Generator Loss: 0.7759 Epoch 8/8... Discriminator Loss: 1.1930... Generator Loss: 0.7329
Epoch 8/8... Discriminator Loss: 1.2331... Generator Loss: 0.7550 Epoch 8/8... Discriminator Loss: 1.3972... Generator Loss: 0.6134 Epoch 8/8... Discriminator Loss: 1.4829... Generator Loss: 0.5990 Epoch 8/8... Discriminator Loss: 1.4467... Generator Loss: 0.5166 Epoch 8/8... Discriminator Loss: 1.3605... Generator Loss: 0.6063 Epoch 8/8... Discriminator Loss: 1.1749... Generator Loss: 0.8797 Epoch 8/8... Discriminator Loss: 1.2979... Generator Loss: 0.7497 Epoch 8/8... Discriminator Loss: 1.4023... Generator Loss: 0.5524 Epoch 8/8... Discriminator Loss: 1.3058... Generator Loss: 0.8500 Epoch 8/8... Discriminator Loss: 1.2038... Generator Loss: 0.7119
Epoch 8/8... Discriminator Loss: 1.4142... Generator Loss: 0.6863 Epoch 8/8... Discriminator Loss: 1.4530... Generator Loss: 0.5599 Epoch 8/8... Discriminator Loss: 1.2764... Generator Loss: 0.7099 Epoch 8/8... Discriminator Loss: 1.2783... Generator Loss: 0.7073 Epoch 8/8... Discriminator Loss: 1.4576... Generator Loss: 0.6497 Epoch 8/8... Discriminator Loss: 1.3680... Generator Loss: 0.6935 Epoch 8/8... Discriminator Loss: 1.3137... Generator Loss: 0.6295 Epoch 8/8... Discriminator Loss: 1.4449... Generator Loss: 0.7676 Epoch 8/8... Discriminator Loss: 1.2909... Generator Loss: 0.7724 Epoch 8/8... Discriminator Loss: 1.2335... Generator Loss: 0.7881
Epoch 8/8... Discriminator Loss: 1.2805... Generator Loss: 0.7445 Epoch 8/8... Discriminator Loss: 1.1489... Generator Loss: 0.9703 Epoch 8/8... Discriminator Loss: 1.2237... Generator Loss: 0.6758 Epoch 8/8... Discriminator Loss: 1.3325... Generator Loss: 0.6709 Epoch 8/8... Discriminator Loss: 1.1578... Generator Loss: 0.7611 Epoch 8/8... Discriminator Loss: 1.0430... Generator Loss: 0.9684 Epoch 8/8... Discriminator Loss: 1.5038... Generator Loss: 0.6094 Epoch 8/8... Discriminator Loss: 1.2781... Generator Loss: 0.7157 Epoch 8/8... Discriminator Loss: 1.3870... Generator Loss: 0.6645 Epoch 8/8... Discriminator Loss: 1.3406... Generator Loss: 0.6501
Epoch 8/8... Discriminator Loss: 1.2997... Generator Loss: 0.6640 Epoch 8/8... Discriminator Loss: 1.0535... Generator Loss: 0.9727 Epoch 8/8... Discriminator Loss: 1.4435... Generator Loss: 0.6124 Epoch 8/8... Discriminator Loss: 1.0912... Generator Loss: 0.8846 Epoch 8/8... Discriminator Loss: 1.4311... Generator Loss: 0.6724 Epoch 8/8... Discriminator Loss: 1.2864... Generator Loss: 0.8514 Epoch 8/8... Discriminator Loss: 1.3559... Generator Loss: 0.6866 Epoch 8/8... Discriminator Loss: 1.2506... Generator Loss: 0.8885 Epoch 8/8... Discriminator Loss: 1.3487... Generator Loss: 0.6980 Epoch 8/8... Discriminator Loss: 1.2307... Generator Loss: 0.7758
Epoch 8/8... Discriminator Loss: 1.5442... Generator Loss: 0.4372 Epoch 8/8... Discriminator Loss: 1.2442... Generator Loss: 0.6420 Epoch 8/8... Discriminator Loss: 1.1932... Generator Loss: 0.7754 Epoch 8/8... Discriminator Loss: 1.3469... Generator Loss: 0.6296 Epoch 8/8... Discriminator Loss: 1.2548... Generator Loss: 0.8746 Epoch 8/8... Discriminator Loss: 1.2564... Generator Loss: 0.8716 Epoch 8/8... Discriminator Loss: 1.3920... Generator Loss: 0.5880 Epoch 8/8... Discriminator Loss: 1.0771... Generator Loss: 0.9103 Epoch 8/8... Discriminator Loss: 1.1461... Generator Loss: 0.8742 Epoch 8/8... Discriminator Loss: 1.2094... Generator Loss: 0.9570
Epoch 8/8... Discriminator Loss: 1.4556... Generator Loss: 0.6860 Epoch 8/8... Discriminator Loss: 1.4269... Generator Loss: 0.6110 Epoch 8/8... Discriminator Loss: 1.3513... Generator Loss: 0.7442 Epoch 8/8... Discriminator Loss: 1.2048... Generator Loss: 0.8520 Epoch 8/8... Discriminator Loss: 1.5048... Generator Loss: 0.5880 Epoch 8/8... Discriminator Loss: 1.4437... Generator Loss: 0.6113 Epoch 8/8... Discriminator Loss: 1.3777... Generator Loss: 0.5515 Epoch 8/8... Discriminator Loss: 1.2824... Generator Loss: 0.6463 Epoch 8/8... Discriminator Loss: 1.2197... Generator Loss: 0.7725 Epoch 8/8... Discriminator Loss: 1.1998... Generator Loss: 0.7854
Epoch 8/8... Discriminator Loss: 1.3138... Generator Loss: 0.7429 Epoch 8/8... Discriminator Loss: 1.4582... Generator Loss: 0.5364 Epoch 8/8... Discriminator Loss: 1.0585... Generator Loss: 1.0729 Epoch 8/8... Discriminator Loss: 1.4270... Generator Loss: 0.5959 Epoch 8/8... Discriminator Loss: 1.3499... Generator Loss: 0.7065 Epoch 8/8... Discriminator Loss: 1.2382... Generator Loss: 0.8861 Epoch 8/8... Discriminator Loss: 1.3940... Generator Loss: 0.7648 Epoch 8/8... Discriminator Loss: 1.2718... Generator Loss: 0.8788 Epoch 8/8... Discriminator Loss: 1.2169... Generator Loss: 0.9065 Epoch 8/8... Discriminator Loss: 1.2548... Generator Loss: 0.7672
Epoch 8/8... Discriminator Loss: 1.3104... Generator Loss: 0.6632 Epoch 8/8... Discriminator Loss: 1.3099... Generator Loss: 0.8230 Epoch 8/8... Discriminator Loss: 1.3697... Generator Loss: 0.6568 Epoch 8/8... Discriminator Loss: 1.3086... Generator Loss: 0.6502 Epoch 8/8... Discriminator Loss: 1.4339... Generator Loss: 0.5983 Epoch 8/8... Discriminator Loss: 1.3524... Generator Loss: 0.6691 Epoch 8/8... Discriminator Loss: 1.3867... Generator Loss: 0.6159 Epoch 8/8... Discriminator Loss: 1.3208... Generator Loss: 0.6675 Epoch 8/8... Discriminator Loss: 1.3459... Generator Loss: 0.6727 Epoch 8/8... Discriminator Loss: 1.3019... Generator Loss: 0.8222
Epoch 8/8... Discriminator Loss: 1.3143... Generator Loss: 0.7594 Epoch 8/8... Discriminator Loss: 1.4066... Generator Loss: 0.6403 Epoch 8/8... Discriminator Loss: 1.4003... Generator Loss: 0.6290 Epoch 8/8... Discriminator Loss: 1.2124... Generator Loss: 0.8567 Epoch 8/8... Discriminator Loss: 1.2319... Generator Loss: 0.7776 Epoch 8/8... Discriminator Loss: 1.2651... Generator Loss: 0.6146 Epoch 8/8... Discriminator Loss: 1.2649... Generator Loss: 0.7039 Epoch 8/8... Discriminator Loss: 1.3188... Generator Loss: 0.7641 Epoch 8/8... Discriminator Loss: 1.6479... Generator Loss: 0.5323 Epoch 8/8... Discriminator Loss: 1.1853... Generator Loss: 0.8466
Epoch 8/8... Discriminator Loss: 1.2599... Generator Loss: 0.6997 Epoch 8/8... Discriminator Loss: 1.3950... Generator Loss: 0.7455 Epoch 8/8... Discriminator Loss: 1.3816... Generator Loss: 0.6405 Epoch 8/8... Discriminator Loss: 1.3956... Generator Loss: 0.7703 Epoch 8/8... Discriminator Loss: 1.2183... Generator Loss: 0.8404 Epoch 8/8... Discriminator Loss: 1.2758... Generator Loss: 0.6350 Epoch 8/8... Discriminator Loss: 1.3641... Generator Loss: 0.6987 Epoch 8/8... Discriminator Loss: 1.2623... Generator Loss: 0.7894 Epoch 8/8... Discriminator Loss: 1.2327... Generator Loss: 0.7083 Epoch 8/8... Discriminator Loss: 1.2101... Generator Loss: 0.8272
Epoch 8/8... Discriminator Loss: 1.2988... Generator Loss: 0.7318 Epoch 8/8... Discriminator Loss: 1.2830... Generator Loss: 0.6820 Epoch 8/8... Discriminator Loss: 1.5593... Generator Loss: 0.5514 Epoch 8/8... Discriminator Loss: 1.3528... Generator Loss: 0.5315 Epoch 8/8... Discriminator Loss: 1.1178... Generator Loss: 0.9880 Epoch 8/8... Discriminator Loss: 1.2971... Generator Loss: 0.6643 Epoch 8/8... Discriminator Loss: 1.3549... Generator Loss: 0.6682 Epoch 8/8... Discriminator Loss: 1.1981... Generator Loss: 0.8571 Epoch 8/8... Discriminator Loss: 1.3326... Generator Loss: 0.7042 Epoch 8/8... Discriminator Loss: 1.3625... Generator Loss: 0.6910
Epoch 8/8... Discriminator Loss: 1.3509... Generator Loss: 0.6132 Epoch 8/8... Discriminator Loss: 1.3118... Generator Loss: 0.7447 Epoch 8/8... Discriminator Loss: 1.2573... Generator Loss: 0.6657 Epoch 8/8... Discriminator Loss: 1.3036... Generator Loss: 0.6449 Epoch 8/8... Discriminator Loss: 1.1746... Generator Loss: 0.7999 Epoch 8/8... Discriminator Loss: 1.2280... Generator Loss: 0.9633 Epoch 8/8... Discriminator Loss: 1.5198... Generator Loss: 0.6669 Epoch 8/8... Discriminator Loss: 1.3832... Generator Loss: 0.5294 Epoch 8/8... Discriminator Loss: 1.2316... Generator Loss: 0.8436 Epoch 8/8... Discriminator Loss: 1.4024... Generator Loss: 0.5426
Epoch 8/8... Discriminator Loss: 1.3008... Generator Loss: 0.6804 Epoch 8/8... Discriminator Loss: 1.1980... Generator Loss: 0.7416 Epoch 8/8... Discriminator Loss: 1.3854... Generator Loss: 0.6872 Epoch 8/8... Discriminator Loss: 1.3389... Generator Loss: 0.7529 Epoch 8/8... Discriminator Loss: 1.2208... Generator Loss: 0.7706 Epoch 8/8... Discriminator Loss: 1.3316... Generator Loss: 0.6137 Epoch 8/8... Discriminator Loss: 1.2375... Generator Loss: 0.7966 Epoch 8/8... Discriminator Loss: 1.2549... Generator Loss: 0.7315 Epoch 8/8... Discriminator Loss: 1.1884... Generator Loss: 0.7911 Epoch 8/8... Discriminator Loss: 1.2546... Generator Loss: 0.6525
Epoch 8/8... Discriminator Loss: 1.2783... Generator Loss: 0.7171 Epoch 8/8... Discriminator Loss: 1.3171... Generator Loss: 0.6303 Epoch 8/8... Discriminator Loss: 1.4275... Generator Loss: 0.6677 Epoch 8/8... Discriminator Loss: 1.2590... Generator Loss: 0.8292 Epoch 8/8... Discriminator Loss: 1.4117... Generator Loss: 0.5835 Epoch 8/8... Discriminator Loss: 1.3505... Generator Loss: 0.6913 Epoch 8/8... Discriminator Loss: 1.4665... Generator Loss: 0.6121 Epoch 8/8... Discriminator Loss: 1.4926... Generator Loss: 0.5897 Epoch 8/8... Discriminator Loss: 1.1283... Generator Loss: 0.9775 Epoch 8/8... Discriminator Loss: 1.2909... Generator Loss: 0.7596
Epoch 8/8... Discriminator Loss: 1.3760... Generator Loss: 0.6769 Epoch 8/8... Discriminator Loss: 1.3545... Generator Loss: 0.6046 Epoch 8/8... Discriminator Loss: 1.3910... Generator Loss: 0.5920 Epoch 8/8... Discriminator Loss: 1.2776... Generator Loss: 0.7610 Epoch 8/8... Discriminator Loss: 1.3662... Generator Loss: 0.6467 Epoch 8/8... Discriminator Loss: 1.3322... Generator Loss: 0.6206 Epoch 8/8... Discriminator Loss: 1.3370... Generator Loss: 0.7452 Epoch 8/8... Discriminator Loss: 1.4464... Generator Loss: 0.5959 Epoch 8/8... Discriminator Loss: 1.1137... Generator Loss: 0.8613 Epoch 8/8... Discriminator Loss: 1.3901... Generator Loss: 0.6608
Epoch 8/8... Discriminator Loss: 1.3385... Generator Loss: 0.6036 Epoch 8/8... Discriminator Loss: 1.3111... Generator Loss: 0.6280 Epoch 8/8... Discriminator Loss: 1.2908... Generator Loss: 0.8835 Epoch 8/8... Discriminator Loss: 1.1526... Generator Loss: 0.9109 Epoch 8/8... Discriminator Loss: 1.2486... Generator Loss: 0.7744 Epoch 8/8... Discriminator Loss: 1.4525... Generator Loss: 0.5678 Epoch 8/8... Discriminator Loss: 1.4521... Generator Loss: 0.5492 Epoch 8/8... Discriminator Loss: 1.3220... Generator Loss: 0.6612 Epoch 8/8... Discriminator Loss: 1.2630... Generator Loss: 0.6171 Epoch 8/8... Discriminator Loss: 1.3355... Generator Loss: 0.6479
Epoch 8/8... Discriminator Loss: 1.3221... Generator Loss: 0.7153 Epoch 8/8... Discriminator Loss: 1.2551... Generator Loss: 0.7822 Epoch 8/8... Discriminator Loss: 1.3744... Generator Loss: 0.6840 Epoch 8/8... Discriminator Loss: 1.3237... Generator Loss: 0.6218 Epoch 8/8... Discriminator Loss: 1.3109... Generator Loss: 0.7283 Epoch 8/8... Discriminator Loss: 1.2618... Generator Loss: 0.7435 Epoch 8/8... Discriminator Loss: 1.4360... Generator Loss: 0.6311 Epoch 8/8... Discriminator Loss: 1.3000... Generator Loss: 0.6607 Epoch 8/8... Discriminator Loss: 1.2498... Generator Loss: 0.7101 Epoch 8/8... Discriminator Loss: 1.4873... Generator Loss: 0.7239
Epoch 8/8... Discriminator Loss: 1.4622... Generator Loss: 0.5891 Epoch 8/8... Discriminator Loss: 1.4904... Generator Loss: 0.7276 Epoch 8/8... Discriminator Loss: 1.2159... Generator Loss: 0.7818 Epoch 8/8... Discriminator Loss: 1.3704... Generator Loss: 0.7056 Epoch 8/8... Discriminator Loss: 1.3778... Generator Loss: 0.6322 Epoch 8/8... Discriminator Loss: 1.2969... Generator Loss: 0.7108 Epoch 8/8... Discriminator Loss: 1.3217... Generator Loss: 0.7132 Epoch 8/8... Discriminator Loss: 1.3844... Generator Loss: 0.4852 Epoch 8/8... Discriminator Loss: 1.3768... Generator Loss: 0.7351 Epoch 8/8... Discriminator Loss: 1.2991... Generator Loss: 0.6944
Epoch 8/8... Discriminator Loss: 1.2745... Generator Loss: 0.8058 Epoch 8/8... Discriminator Loss: 1.4050... Generator Loss: 0.5706 Epoch 8/8... Discriminator Loss: 1.3292... Generator Loss: 0.7556 Epoch 8/8... Discriminator Loss: 1.2200... Generator Loss: 0.7196 Epoch 8/8... Discriminator Loss: 1.1550... Generator Loss: 1.1728 Epoch 8/8... Discriminator Loss: 1.1511... Generator Loss: 0.7712 Epoch 8/8... Discriminator Loss: 1.2863... Generator Loss: 0.7538 Epoch 8/8... Discriminator Loss: 1.2185... Generator Loss: 0.7099 Epoch 8/8... Discriminator Loss: 1.2741... Generator Loss: 0.6393 Epoch 8/8... Discriminator Loss: 1.1697... Generator Loss: 0.7657
Epoch 8/8... Discriminator Loss: 1.4061... Generator Loss: 0.6709 Epoch 8/8... Discriminator Loss: 1.1226... Generator Loss: 0.8378 Epoch 8/8... Discriminator Loss: 1.2441... Generator Loss: 0.8024 Epoch 8/8... Discriminator Loss: 1.2919... Generator Loss: 0.8932 Epoch 8/8... Discriminator Loss: 1.4098... Generator Loss: 0.6167 Epoch 8/8... Discriminator Loss: 1.2727... Generator Loss: 0.7751 Epoch 8/8... Discriminator Loss: 1.3871... Generator Loss: 0.6929 Epoch 8/8... Discriminator Loss: 1.3550... Generator Loss: 0.6281 Epoch 8/8... Discriminator Loss: 1.4059... Generator Loss: 0.6030 Epoch 8/8... Discriminator Loss: 1.3318... Generator Loss: 0.6124
Epoch 8/8... Discriminator Loss: 1.2061... Generator Loss: 0.7701 Epoch 8/8... Discriminator Loss: 1.3384... Generator Loss: 0.6014 Epoch 8/8... Discriminator Loss: 1.3620... Generator Loss: 0.6438 Epoch 8/8... Discriminator Loss: 1.3700... Generator Loss: 0.6291 Epoch 8/8... Discriminator Loss: 1.2281... Generator Loss: 0.8212 Epoch 8/8... Discriminator Loss: 1.0834... Generator Loss: 0.9200 Epoch 8/8... Discriminator Loss: 1.4064... Generator Loss: 0.6957 Epoch 8/8... Discriminator Loss: 1.3300... Generator Loss: 0.6969 Epoch 8/8... Discriminator Loss: 1.1338... Generator Loss: 0.9659 Epoch 8/8... Discriminator Loss: 1.3479... Generator Loss: 0.7167
Epoch 8/8... Discriminator Loss: 1.3319... Generator Loss: 0.7176 Epoch 8/8... Discriminator Loss: 1.4144... Generator Loss: 0.7281 Epoch 8/8... Discriminator Loss: 1.1213... Generator Loss: 0.7394 Epoch 8/8... Discriminator Loss: 1.1562... Generator Loss: 0.7926 Epoch 8/8... Discriminator Loss: 1.3109... Generator Loss: 0.7200 Epoch 8/8... Discriminator Loss: 1.4879... Generator Loss: 0.4737 Epoch 8/8... Discriminator Loss: 1.3216... Generator Loss: 0.6783 Epoch 8/8... Discriminator Loss: 1.5148... Generator Loss: 0.6101 Epoch 8/8... Discriminator Loss: 1.5128... Generator Loss: 0.6435 Epoch 8/8... Discriminator Loss: 1.2199... Generator Loss: 0.7467
Epoch 8/8... Discriminator Loss: 1.4184... Generator Loss: 0.6831 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.5837 Epoch 8/8... Discriminator Loss: 1.4179... Generator Loss: 0.7100 Epoch 8/8... Discriminator Loss: 1.1814... Generator Loss: 0.7630 Epoch 8/8... Discriminator Loss: 1.2826... Generator Loss: 0.6464 Epoch 8/8... Discriminator Loss: 1.3133... Generator Loss: 0.7788 Epoch 8/8... Discriminator Loss: 1.0384... Generator Loss: 0.9665 Epoch 8/8... Discriminator Loss: 1.1724... Generator Loss: 0.8753 Epoch 8/8... Discriminator Loss: 1.3585... Generator Loss: 0.7083 Epoch 8/8... Discriminator Loss: 1.2454... Generator Loss: 0.9900
Epoch 8/8... Discriminator Loss: 1.3571... Generator Loss: 0.6440 Epoch 8/8... Discriminator Loss: 1.3460... Generator Loss: 0.6307 Epoch 8/8... Discriminator Loss: 1.2464... Generator Loss: 0.7249 Epoch 8/8... Discriminator Loss: 1.2432... Generator Loss: 0.6660 Epoch 8/8... Discriminator Loss: 1.3698... Generator Loss: 0.6288 Epoch 8/8... Discriminator Loss: 1.4832... Generator Loss: 0.5622 Epoch 8/8... Discriminator Loss: 1.3755... Generator Loss: 0.6521 Epoch 8/8... Discriminator Loss: 1.1857... Generator Loss: 0.7002 Epoch 8/8... Discriminator Loss: 1.3304... Generator Loss: 0.8017 Epoch 8/8... Discriminator Loss: 1.2019... Generator Loss: 0.7740
Epoch 8/8... Discriminator Loss: 1.2347... Generator Loss: 0.9822 Epoch 8/8... Discriminator Loss: 1.4523... Generator Loss: 0.5951 Epoch 8/8... Discriminator Loss: 1.4760... Generator Loss: 0.5366 Epoch 8/8... Discriminator Loss: 1.3646... Generator Loss: 0.6932 Epoch 8/8... Discriminator Loss: 1.2875... Generator Loss: 0.7077 Epoch 8/8... Discriminator Loss: 1.3129... Generator Loss: 0.6590 Epoch 8/8... Discriminator Loss: 1.2239... Generator Loss: 0.6843 Epoch 8/8... Discriminator Loss: 1.3447... Generator Loss: 0.6147 Epoch 8/8... Discriminator Loss: 1.4012... Generator Loss: 0.5981 Epoch 8/8... Discriminator Loss: 1.3909... Generator Loss: 0.6336
Epoch 8/8... Discriminator Loss: 1.2941... Generator Loss: 0.7431 Epoch 8/8... Discriminator Loss: 1.4921... Generator Loss: 0.6397 Epoch 8/8... Discriminator Loss: 1.3183... Generator Loss: 0.7438 Epoch 8/8... Discriminator Loss: 1.3266... Generator Loss: 0.6815 Epoch 8/8... Discriminator Loss: 1.3456... Generator Loss: 0.7158 Epoch 8/8... Discriminator Loss: 1.4444... Generator Loss: 0.5990 Epoch 8/8... Discriminator Loss: 1.3797... Generator Loss: 0.6973 Epoch 8/8... Discriminator Loss: 1.1851... Generator Loss: 0.8048 Epoch 8/8... Discriminator Loss: 1.4248... Generator Loss: 0.5648 Epoch 8/8... Discriminator Loss: 1.4267... Generator Loss: 0.6258
Epoch 8/8... Discriminator Loss: 1.3563... Generator Loss: 0.6916 Epoch 8/8... Discriminator Loss: 1.2814... Generator Loss: 0.7453 Epoch 8/8... Discriminator Loss: 1.1596... Generator Loss: 0.9150 Epoch 8/8... Discriminator Loss: 1.2945... Generator Loss: 0.6827 Epoch 8/8... Discriminator Loss: 1.4356... Generator Loss: 0.6272 Epoch 8/8... Discriminator Loss: 1.2049... Generator Loss: 0.6399 Epoch 8/8... Discriminator Loss: 1.3896... Generator Loss: 0.7613 Epoch 8/8... Discriminator Loss: 1.2887... Generator Loss: 1.0422 Epoch 8/8... Discriminator Loss: 1.3612... Generator Loss: 0.6071 Epoch 8/8... Discriminator Loss: 1.1218... Generator Loss: 0.8022
Epoch 8/8... Discriminator Loss: 1.4127... Generator Loss: 0.7722 Epoch 8/8... Discriminator Loss: 1.3311... Generator Loss: 0.7645 Epoch 8/8... Discriminator Loss: 1.3624... Generator Loss: 0.7390 Epoch 8/8... Discriminator Loss: 1.2500... Generator Loss: 0.7046 Epoch 8/8... Discriminator Loss: 1.3560... Generator Loss: 0.6498 Epoch 8/8... Discriminator Loss: 1.2674... Generator Loss: 0.8639 Epoch 8/8... Discriminator Loss: 1.1470... Generator Loss: 0.7860 Epoch 8/8... Discriminator Loss: 1.1210... Generator Loss: 0.9696 Epoch 8/8... Discriminator Loss: 1.1003... Generator Loss: 1.0158 Epoch 8/8... Discriminator Loss: 1.4143... Generator Loss: 0.6166
Epoch 8/8... Discriminator Loss: 1.3138... Generator Loss: 0.7437 Epoch 8/8... Discriminator Loss: 1.2844... Generator Loss: 0.6114 Epoch 8/8... Discriminator Loss: 1.3520... Generator Loss: 0.6769 Epoch 8/8... Discriminator Loss: 1.1853... Generator Loss: 0.7825 Epoch 8/8... Discriminator Loss: 1.4336... Generator Loss: 0.6648 Epoch 8/8... Discriminator Loss: 1.4490... Generator Loss: 0.5450 Epoch 8/8... Discriminator Loss: 1.2402... Generator Loss: 0.8957 Epoch 8/8... Discriminator Loss: 1.5691... Generator Loss: 0.7201 Epoch 8/8... Discriminator Loss: 1.3972... Generator Loss: 0.6250 Epoch 8/8... Discriminator Loss: 1.3144... Generator Loss: 0.6696
Epoch 8/8... Discriminator Loss: 1.3922... Generator Loss: 0.6531 Epoch 8/8... Discriminator Loss: 1.3271... Generator Loss: 0.6805 Epoch 8/8... Discriminator Loss: 1.3079... Generator Loss: 0.7283 Epoch 8/8... Discriminator Loss: 1.3477... Generator Loss: 0.6617 Epoch 8/8... Discriminator Loss: 1.3988... Generator Loss: 0.5256 Epoch 8/8... Discriminator Loss: 1.2815... Generator Loss: 0.7304 Epoch 8/8... Discriminator Loss: 1.3066... Generator Loss: 0.6636 Epoch 8/8... Discriminator Loss: 1.2770... Generator Loss: 0.6738 Epoch 8/8... Discriminator Loss: 1.3578... Generator Loss: 0.6693 Epoch 8/8... Discriminator Loss: 1.4832... Generator Loss: 0.5366
Epoch 8/8... Discriminator Loss: 1.2847... Generator Loss: 0.6479 Epoch 8/8... Discriminator Loss: 0.8166... Generator Loss: 1.3989 Epoch 8/8... Discriminator Loss: 1.3663... Generator Loss: 0.6379 Epoch 8/8... Discriminator Loss: 1.4427... Generator Loss: 0.7511 Epoch 8/8... Discriminator Loss: 1.3961... Generator Loss: 0.7206 Epoch 8/8... Discriminator Loss: 1.3003... Generator Loss: 0.7306 Epoch 8/8... Discriminator Loss: 1.3138... Generator Loss: 0.6767 Epoch 8/8... Discriminator Loss: 1.2018... Generator Loss: 0.8473 Epoch 8/8... Discriminator Loss: 1.2279... Generator Loss: 0.7956 Epoch 8/8... Discriminator Loss: 1.4759... Generator Loss: 0.5198
Epoch 8/8... Discriminator Loss: 1.3183... Generator Loss: 0.6734 Epoch 8/8... Discriminator Loss: 1.3430... Generator Loss: 0.7000 Epoch 8/8... Discriminator Loss: 1.3721... Generator Loss: 0.6144 Epoch 8/8... Discriminator Loss: 1.3462... Generator Loss: 0.6255 Epoch 8/8... Discriminator Loss: 1.2671... Generator Loss: 0.6847 Epoch 8/8... Discriminator Loss: 1.4987... Generator Loss: 0.5109 Epoch 8/8... Discriminator Loss: 1.3746... Generator Loss: 0.6151 Epoch 8/8... Discriminator Loss: 1.3296... Generator Loss: 0.6466 Epoch 8/8... Discriminator Loss: 1.3677... Generator Loss: 0.6623 Epoch 8/8... Discriminator Loss: 1.3807... Generator Loss: 0.6509
Epoch 8/8... Discriminator Loss: 1.4062... Generator Loss: 0.7035 Epoch 8/8... Discriminator Loss: 1.4122... Generator Loss: 0.6587 Epoch 8/8... Discriminator Loss: 1.2997... Generator Loss: 0.6954 Epoch 8/8... Discriminator Loss: 1.3164... Generator Loss: 0.7103 Epoch 8/8... Discriminator Loss: 1.3822... Generator Loss: 0.5858 Epoch 8/8... Discriminator Loss: 1.1838... Generator Loss: 0.9227 Epoch 8/8... Discriminator Loss: 1.2686... Generator Loss: 0.8253 Epoch 8/8... Discriminator Loss: 1.2406... Generator Loss: 0.7342 Epoch 8/8... Discriminator Loss: 1.4505... Generator Loss: 0.6239 Epoch 8/8... Discriminator Loss: 1.3681... Generator Loss: 0.6583
Epoch 8/8... Discriminator Loss: 1.3492... Generator Loss: 0.7726 Epoch 8/8... Discriminator Loss: 1.0287... Generator Loss: 1.1896 Epoch 8/8... Discriminator Loss: 1.1857... Generator Loss: 0.7517 Epoch 8/8... Discriminator Loss: 1.4077... Generator Loss: 0.6546 Epoch 8/8... Discriminator Loss: 1.4365... Generator Loss: 0.6022 Epoch 8/8... Discriminator Loss: 1.4088... Generator Loss: 0.6270 Epoch 8/8... Discriminator Loss: 1.1632... Generator Loss: 0.7607 Epoch 8/8... Discriminator Loss: 1.3987... Generator Loss: 0.6255 Epoch 8/8... Discriminator Loss: 1.3293... Generator Loss: 0.8611 Epoch 8/8... Discriminator Loss: 1.5707... Generator Loss: 1.0226
Epoch 8/8... Discriminator Loss: 1.1550... Generator Loss: 0.8235 Epoch 8/8... Discriminator Loss: 1.2852... Generator Loss: 0.7959 Epoch 8/8... Discriminator Loss: 1.4107... Generator Loss: 0.5806 Epoch 8/8... Discriminator Loss: 1.1227... Generator Loss: 0.7801 Epoch 8/8... Discriminator Loss: 1.4086... Generator Loss: 0.5969 Epoch 8/8... Discriminator Loss: 1.1789... Generator Loss: 0.9071 Epoch 8/8... Discriminator Loss: 1.3466... Generator Loss: 0.6957 Epoch 8/8... Discriminator Loss: 1.2137... Generator Loss: 0.7897 Epoch 8/8... Discriminator Loss: 1.2949... Generator Loss: 0.7408 Epoch 8/8... Discriminator Loss: 1.2824... Generator Loss: 0.6409
Epoch 8/8... Discriminator Loss: 1.2762... Generator Loss: 0.7687 Epoch 8/8... Discriminator Loss: 1.2862... Generator Loss: 0.7827 Epoch 8/8... Discriminator Loss: 1.4787... Generator Loss: 0.5973 Epoch 8/8... Discriminator Loss: 1.2138... Generator Loss: 0.7488 Epoch 8/8... Discriminator Loss: 1.4245... Generator Loss: 0.6211 Epoch 8/8... Discriminator Loss: 1.2547... Generator Loss: 0.7705 Epoch 8/8... Discriminator Loss: 1.4483... Generator Loss: 0.6641 Epoch 8/8... Discriminator Loss: 1.4085... Generator Loss: 0.6160 Epoch 8/8... Discriminator Loss: 1.4795... Generator Loss: 0.5977 Epoch 8/8... Discriminator Loss: 1.2299... Generator Loss: 0.7731
Epoch 8/8... Discriminator Loss: 1.3934... Generator Loss: 0.5823 Epoch 8/8... Discriminator Loss: 1.2805... Generator Loss: 0.7205 Epoch 8/8... Discriminator Loss: 1.3858... Generator Loss: 0.6804 Epoch 8/8... Discriminator Loss: 1.2502... Generator Loss: 0.9100 Epoch 8/8... Discriminator Loss: 1.3315... Generator Loss: 0.6514 Epoch 8/8... Discriminator Loss: 1.2735... Generator Loss: 0.6521 Epoch 8/8... Discriminator Loss: 1.3808... Generator Loss: 0.6250 Epoch 8/8... Discriminator Loss: 1.3502... Generator Loss: 0.6206 Epoch 8/8... Discriminator Loss: 1.4152... Generator Loss: 0.6827 Epoch 8/8... Discriminator Loss: 1.2656... Generator Loss: 0.7135
Epoch 8/8... Discriminator Loss: 1.3991... Generator Loss: 0.6591 Epoch 8/8... Discriminator Loss: 1.3261... Generator Loss: 0.6696 Epoch 8/8... Discriminator Loss: 1.3596... Generator Loss: 0.6633 Epoch 8/8... Discriminator Loss: 1.3030... Generator Loss: 0.7071 Epoch 8/8... Discriminator Loss: 1.3919... Generator Loss: 0.5960 Epoch 8/8... Discriminator Loss: 1.4475... Generator Loss: 0.5374 Epoch 8/8... Discriminator Loss: 1.2296... Generator Loss: 0.6668 Epoch 8/8... Discriminator Loss: 1.4372... Generator Loss: 0.5837 Epoch 8/8... Discriminator Loss: 1.3893... Generator Loss: 0.5920 Epoch 8/8... Discriminator Loss: 1.3704... Generator Loss: 0.6602
Epoch 8/8... Discriminator Loss: 1.1421... Generator Loss: 0.8095 Epoch 8/8... Discriminator Loss: 1.4577... Generator Loss: 0.5689 Epoch 8/8... Discriminator Loss: 1.3771... Generator Loss: 0.6187 Epoch 8/8... Discriminator Loss: 1.3763... Generator Loss: 0.6635 Epoch 8/8... Discriminator Loss: 1.2783... Generator Loss: 0.7986 Epoch 8/8... Discriminator Loss: 1.3730... Generator Loss: 0.6258 Epoch 8/8... Discriminator Loss: 1.2355... Generator Loss: 0.8845 Epoch 8/8... Discriminator Loss: 1.2667... Generator Loss: 0.6560 Epoch 8/8... Discriminator Loss: 1.3527... Generator Loss: 0.6516 Epoch 8/8... Discriminator Loss: 1.4316... Generator Loss: 0.5706
Epoch 8/8... Discriminator Loss: 1.1664... Generator Loss: 0.7951 Epoch 8/8... Discriminator Loss: 1.4098... Generator Loss: 0.5203 Epoch 8/8... Discriminator Loss: 1.3325... Generator Loss: 0.6942 Epoch 8/8... Discriminator Loss: 1.3941... Generator Loss: 0.6056 Epoch 8/8... Discriminator Loss: 1.3695... Generator Loss: 0.6717 Epoch 8/8... Discriminator Loss: 1.0464... Generator Loss: 1.0627 Epoch 8/8... Discriminator Loss: 1.2414... Generator Loss: 0.7877 Epoch 8/8... Discriminator Loss: 1.2713... Generator Loss: 0.8099 Epoch 8/8... Discriminator Loss: 1.4105... Generator Loss: 0.7380 Epoch 8/8... Discriminator Loss: 1.2698... Generator Loss: 0.7388
Epoch 8/8... Discriminator Loss: 1.4085... Generator Loss: 0.6705 Epoch 8/8... Discriminator Loss: 1.3579... Generator Loss: 0.7047 Epoch 8/8... Discriminator Loss: 1.2390... Generator Loss: 0.7254 Epoch 8/8... Discriminator Loss: 1.1773... Generator Loss: 0.7921 Epoch 8/8... Discriminator Loss: 1.4293... Generator Loss: 0.6529 Epoch 8/8... Discriminator Loss: 1.3183... Generator Loss: 0.7576 Epoch 8/8... Discriminator Loss: 1.4001... Generator Loss: 0.5766 Epoch 8/8... Discriminator Loss: 1.4320... Generator Loss: 0.6230 Epoch 8/8... Discriminator Loss: 1.1134... Generator Loss: 0.8257 Epoch 8/8... Discriminator Loss: 1.5513... Generator Loss: 0.5990
Epoch 8/8... Discriminator Loss: 1.3430... Generator Loss: 0.6624 Epoch 8/8... Discriminator Loss: 1.2149... Generator Loss: 0.8488 Epoch 8/8... Discriminator Loss: 1.3806... Generator Loss: 0.7314 Epoch 8/8... Discriminator Loss: 1.2060... Generator Loss: 0.8965 Epoch 8/8... Discriminator Loss: 1.2580... Generator Loss: 0.7354 Epoch 8/8... Discriminator Loss: 1.3999... Generator Loss: 0.6586 Epoch 8/8... Discriminator Loss: 1.6080... Generator Loss: 0.5592 Epoch 8/8... Discriminator Loss: 1.1370... Generator Loss: 0.9383 Epoch 8/8... Discriminator Loss: 1.4382... Generator Loss: 0.7322 Epoch 8/8... Discriminator Loss: 1.3765... Generator Loss: 0.6934
Epoch 8/8... Discriminator Loss: 1.4467... Generator Loss: 0.7101 Epoch 8/8... Discriminator Loss: 1.3539... Generator Loss: 0.5938 Epoch 8/8... Discriminator Loss: 1.2031... Generator Loss: 0.6942 Epoch 8/8... Discriminator Loss: 1.2128... Generator Loss: 0.8593 Epoch 8/8... Discriminator Loss: 1.2541... Generator Loss: 0.7763 Epoch 8/8... Discriminator Loss: 1.4035... Generator Loss: 0.6291 Epoch 8/8... Discriminator Loss: 1.3327... Generator Loss: 0.6345 Epoch 8/8... Discriminator Loss: 1.2076... Generator Loss: 0.9067 Epoch 8/8... Discriminator Loss: 1.2243... Generator Loss: 0.6881 Epoch 8/8... Discriminator Loss: 1.1480... Generator Loss: 0.8744
Epoch 8/8... Discriminator Loss: 1.4886... Generator Loss: 0.6011 Epoch 8/8... Discriminator Loss: 1.4339... Generator Loss: 0.5488 Epoch 8/8... Discriminator Loss: 1.4115... Generator Loss: 0.6790 Epoch 8/8... Discriminator Loss: 1.2293... Generator Loss: 0.7424 Epoch 8/8... Discriminator Loss: 1.1857... Generator Loss: 0.7752 Epoch 8/8... Discriminator Loss: 1.3555... Generator Loss: 0.6201 Epoch 8/8... Discriminator Loss: 1.3897... Generator Loss: 0.6638 Epoch 8/8... Discriminator Loss: 1.3562... Generator Loss: 0.7626 Epoch 8/8... Discriminator Loss: 1.3247... Generator Loss: 0.6198 Epoch 8/8... Discriminator Loss: 1.5494... Generator Loss: 0.5736
Epoch 8/8... Discriminator Loss: 1.3145... Generator Loss: 0.6592 Epoch 8/8... Discriminator Loss: 1.2554... Generator Loss: 0.7109 Epoch 8/8... Discriminator Loss: 1.2133... Generator Loss: 0.8318 Epoch 8/8... Discriminator Loss: 1.3679... Generator Loss: 0.6337 Epoch 8/8... Discriminator Loss: 1.3464... Generator Loss: 0.6529 Epoch 8/8... Discriminator Loss: 1.3341... Generator Loss: 0.7371 Epoch 8/8... Discriminator Loss: 1.4652... Generator Loss: 0.6677 Epoch 8/8... Discriminator Loss: 1.2910... Generator Loss: 0.8504 Epoch 8/8... Discriminator Loss: 1.4208... Generator Loss: 0.6352 Epoch 8/8... Discriminator Loss: 1.2528... Generator Loss: 0.7668
Epoch 8/8... Discriminator Loss: 1.3040... Generator Loss: 0.7445 Epoch 8/8... Discriminator Loss: 1.3456... Generator Loss: 0.7555 Epoch 8/8... Discriminator Loss: 1.3655... Generator Loss: 0.8394 Epoch 8/8... Discriminator Loss: 1.2356... Generator Loss: 0.7669 Epoch 8/8... Discriminator Loss: 1.1960... Generator Loss: 0.7983 Epoch 8/8... Discriminator Loss: 1.3729... Generator Loss: 0.6211 Epoch 8/8... Discriminator Loss: 1.3201... Generator Loss: 0.7241 Epoch 8/8... Discriminator Loss: 1.2445... Generator Loss: 0.8048 Epoch 8/8... Discriminator Loss: 1.3686... Generator Loss: 0.6883 Epoch 8/8... Discriminator Loss: 1.3106... Generator Loss: 0.7424
Epoch 8/8... Discriminator Loss: 1.3886... Generator Loss: 0.5989 Epoch 8/8... Discriminator Loss: 1.2226... Generator Loss: 0.8281 Epoch 8/8... Discriminator Loss: 1.2869... Generator Loss: 0.8914 Epoch 8/8... Discriminator Loss: 1.2791... Generator Loss: 0.7372 Epoch 8/8... Discriminator Loss: 1.3758... Generator Loss: 0.7074 Epoch 8/8... Discriminator Loss: 1.3899... Generator Loss: 0.6744 Epoch 8/8... Discriminator Loss: 1.3351... Generator Loss: 0.7096 Epoch 8/8... Discriminator Loss: 1.2388... Generator Loss: 0.7327 Epoch 8/8... Discriminator Loss: 1.3740... Generator Loss: 0.7865 Epoch 8/8... Discriminator Loss: 1.1791... Generator Loss: 0.8470
Epoch 8/8... Discriminator Loss: 1.1939... Generator Loss: 0.7298 Epoch 8/8... Discriminator Loss: 1.3111... Generator Loss: 0.6037 Epoch 8/8... Discriminator Loss: 1.3809... Generator Loss: 0.6855 Epoch 8/8... Discriminator Loss: 1.3474... Generator Loss: 0.6592 Epoch 8/8... Discriminator Loss: 1.2211... Generator Loss: 0.8042 Epoch 8/8... Discriminator Loss: 1.3373... Generator Loss: 0.7702 Epoch 8/8... Discriminator Loss: 1.2006... Generator Loss: 0.7687 Epoch 8/8... Discriminator Loss: 1.4028... Generator Loss: 0.6656 Epoch 8/8... Discriminator Loss: 1.3037... Generator Loss: 0.7319 Epoch 8/8... Discriminator Loss: 1.2982... Generator Loss: 0.6072
Epoch 8/8... Discriminator Loss: 1.2722... Generator Loss: 0.7497 Epoch 8/8... Discriminator Loss: 1.3165... Generator Loss: 0.8601 Epoch 8/8... Discriminator Loss: 1.3994... Generator Loss: 0.5673 Epoch 8/8... Discriminator Loss: 1.3234... Generator Loss: 0.6406 Epoch 8/8... Discriminator Loss: 1.1352... Generator Loss: 0.8196 Epoch 8/8... Discriminator Loss: 1.3076... Generator Loss: 0.6868 Epoch 8/8... Discriminator Loss: 1.3399... Generator Loss: 0.6531 Epoch 8/8... Discriminator Loss: 1.4749... Generator Loss: 0.5474 Epoch 8/8... Discriminator Loss: 1.1717... Generator Loss: 0.8401 Epoch 8/8... Discriminator Loss: 1.3858... Generator Loss: 0.6161
Epoch 8/8... Discriminator Loss: 1.3685... Generator Loss: 0.6458 Epoch 8/8... Discriminator Loss: 1.3610... Generator Loss: 0.6401 Epoch 8/8... Discriminator Loss: 1.4172... Generator Loss: 0.5530 Epoch 8/8... Discriminator Loss: 1.4332... Generator Loss: 0.6373 Epoch 8/8... Discriminator Loss: 1.3960... Generator Loss: 0.6735 Epoch 8/8... Discriminator Loss: 1.1963... Generator Loss: 0.7207 Epoch 8/8... Discriminator Loss: 1.3425... Generator Loss: 0.6619 Epoch 8/8... Discriminator Loss: 1.4248... Generator Loss: 0.6867 Epoch 8/8... Discriminator Loss: 1.3377... Generator Loss: 0.6137 Epoch 8/8... Discriminator Loss: 1.3764... Generator Loss: 0.6240
Epoch 8/8... Discriminator Loss: 1.3070... Generator Loss: 0.7477 Epoch 8/8... Discriminator Loss: 1.4645... Generator Loss: 0.6016 Epoch 8/8... Discriminator Loss: 1.2971... Generator Loss: 0.7192 Epoch 8/8... Discriminator Loss: 1.2492... Generator Loss: 0.9233 Epoch 8/8... Discriminator Loss: 1.2924... Generator Loss: 0.7514 Epoch 8/8... Discriminator Loss: 1.3673... Generator Loss: 0.6506 Epoch 8/8... Discriminator Loss: 1.5103... Generator Loss: 0.6501 Epoch 8/8... Discriminator Loss: 1.2536... Generator Loss: 0.7869 Epoch 8/8... Discriminator Loss: 1.3271... Generator Loss: 0.7047 Epoch 8/8... Discriminator Loss: 1.3205... Generator Loss: 0.6549
Epoch 8/8... Discriminator Loss: 1.2568... Generator Loss: 0.8037 Epoch 8/8... Discriminator Loss: 1.2163... Generator Loss: 0.7187 Epoch 8/8... Discriminator Loss: 1.3291... Generator Loss: 0.7630 Epoch 8/8... Discriminator Loss: 1.3061... Generator Loss: 0.7713
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.